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Funds/Grants

Sl no:	Name of the Project	Name of the Principal Investigator/Co-investivator	Department of Principal Investigator	Year of Award	Amount Sanctioned (Rs)	Duration of the project	Name of the Funding Agency	Type (Government/ non-Government)
1	SENSUS CRUOR -Menstruation Blood Detection System for Autism Support with Caretaker Alerts	Mr. Anoop E G	ECE	2025	1,00,000	1.5 Years	KSIDC and ASAP Kerala	Government
2	Autonomous Search and Rescue Rover	Ms. DHANYA S, Ms. Ambili A R	ECE	2024	27,260	1 Year	CERD KTU funding	Government
3	Configurable RISC-V Based Neural Network Accelerator Design for High-Performance AI Applications	Mr. Noble G	ECE	2024	82,500	3 Yrs.	APJAKTU – CERD – Research Seed Money Scheme	Government
4	Development of hardware architectures for Artificial Intelligence (AI)	Noble G	ECE	2024	60,000	1.5 years	FISAT	Non- Government
5	Sign Lip Detection	Ambili A R	ECE	2024	60,000	1.5 Years	FISAT	Non- Government
6	CERTEDETECTRON v2.0	Ms. Ambili A R, Dr. Krishna Kumar S	ECE	2023	32,000	1 Year	KTU	Government
7	Sign language to Speech converter	Mr.Manu Mohan C M	ECE	2022	16500	1 Year	APJ KTU CERD	Government
8	Smart Soldering Ion	Mr. Noble G	ECE	2022	1,00,000	1 Year	KSUM	Government
9	Contactless UI control for lifts	Ms. Manju C P	ECE	2021	10,000	1 Year	KSCSTE	Government
10	Hospital sanitizing robot	Mr. Anoop E G	ECE	2021	10,000	1 Year	KSCSTE	Government
11	Face Mask Detection System	Mr. Noble G	ECE	2021	10,000	1 Year	KSCSTE	Government
12	Fast Walkthrough Gateway	Mr. Noble G	ECE	2021	23,000	1 year	APJKTU CERD	Government
13	River Cleaning Robot	Ms.Nimmy M Philip	ECE	2020	10,000	1 year	KSCSTE	Government
14	Borewell Rescue Robot	Mr. Noble G	ECE	2020	10,000	1 year	KSCSTE	Government
15	Tracking People Using CCTV & Attendance Monitoring System	Ms. Dhanya S	ECE	2019	5,000	1 year	KTU	Government

Grants received
Date	Name of FDP	Number of participants	Amount received (Rs)
23/6/2025 – 28/6/2025	AICTE Training and Learning (ATAL) Basic Offline Faculty Development Program (FDP) on Innovations in 5G and 6G: Advancing Intelligent Wireless Communication Systems	35	2,50,000
16/6/2018 – 20/6/2018	KTU Funded Five Days FDP on Robotics And IoT	30	59,178

Research Activities

Ph.D. Awarded / Ph.D. Pursuing

SI No.	Faculty Name	Research Topic	University & Year of Registration	Status
1	Dr. Mini P R	Digital Beam forming	CUSAT, 2009	Awarded
2	Dr.Krishna Kumar S	VLSI Digital Testing	IIT Kharagpur,2008	Awarded
3	Dr. Anilkumar M N	Cryptography	Mysore University,2009	Awarded
4	Bejoy Varghese	Adaptive Technique for Fractal based Image Compression using Supervised Learning Methods	MG University, 2015	Awarded
5	Pearlsy P V	Compressive sensing for image compression	CUSAT,2016	Pursuing PhD
6	Aiswarya Raj	Image forensic	CUSAT,2016	Pursuing PhD
7	Ambili A R	Speech processing	KTU,2018	Pursuing PhD
8	Basil K Jeemon	MIMO wireless communication	CUSAT,2016	Pursuing PhD
9	Neena K A	Image Processing	KTU,2019	Pursuing PhD
10	Dhanya S	Image Processing	KTU,2019	Pursuing PhD
11	Deepa N R	VLSI Hardware Design	Karunya University, 2020	Pursuing PhD
12	Nimmy M Philip	VLSI Hardware Design	Karunya University, 2020	Pursuing PhD
13	Anoop E G	IoT	Karunya University, 2020	Pursuing PhD
14	Subha Thomas	Image Processing	Avinashilingam University, 2021	Pursuing PhD
15	Noble G	VLSI Design	IIIT Kottayam, 2021	Pursuing PhD
16	Elza George	Hyperspectral Image processing	Amrita University, 2021	Pursuing PhD
17	Vinitha V	VLSI	KTU, 2021	Pursuing PhD
18	Jilu George	Medical Image Processing	Karunya University, 2021	Pursuing PhD
19	Minu Kuriakose	Medical Image Processing	Karunya University, 2021	Pursuing PhD
20	Nisha R	Medical Image Processing	Karunya University, 2021	Pursuing PhD
21	Sreelekshmy S	Low Power VLSI Design	Amrita Viswa vidyapeetham university, 2022	Pursuing PhD
22	Benoy Abraham	Medical Image Processing	Noorul Islam centre for Higher studies (NICHE), 2021	Pursuing PhD
23	Leena Thomas	Contextual machine learning techniques	Noorul Islam centre for Higher studies (NICHE), 2022	Pursuing PhD
24	Bini V K	Neuromorphic Computing	NIT Calicut, 2022	Pursuing PhD

Ph.D. Guidance

Research Guide	Research Topic	University	Research Scholars	Year of registration
Dr.AnilKumar M N	Image Compression Lung cancer Detection Cryptography Psuedo-random generators Cryptanalysis	KTU	Neena K A Dhanya S Shanooja M A (CERD Fellowship) Ajith S Panackal (CERD Fellowship) Sifna N Shajahan	2019 2019 2020 2021 2025
Dr.AnilKumar M N	Cryptography	VTU	NIL
Dr.Krishna Kumar S	VLSI	KTU	Vinitha V	2021

Patent published
Sl. No	Name of Faculty	Title	Date	Remarks
1	Jilu George	A LOAD CELL BASED SMART SECURITY AND ANTI THEFT ALERT ALARM SYSTEM AND APPLICATION	25-10-2024	Patent published
2	Jeslin P. Jo.	REAL TIME HEALTH MONITORING SYSTEM: FORTABLE ECG & SPO2 WITH CLOUD-BASED DOCTOR INTERACTION	25-10-2024	Patent published
3	Ambili A R	A NOVEL APPARATUS FOR DETECTING INVASION OF BUGS ON VEHICLES	26-02-2024	Patent published
4	Vinitha V	Automated Bitter Gourd Harvesting Devices	1/5/2025	Patent Granted
5	Dr Bejoy Varghese	A Method of image transferring by neural evolution and reinforcement learning using adaptive fractal.	02/02/2024	Patent published
6	Noble G	A Smart Firewood Stove	26/1/2024	Patent published
7	Noble G	Automated Bed Veil Tensioning System	27/10/2023	Patent published

Research Centre

Research Centre

Research Centre Approved by APJ Abdul Kalam Technological University.

Research Guide	Research Topic	University	Research Scholars	Year of registration
Dr.AnilKumar M N	Image Compression Lung cancer Detection Cryptography Psuedo-random generators Cryptanalysis	KTU	Neena K A Dhanya S Shanooja M A (CERD Fellowship) Ajith S Panackal (CERD Fellowship) Sifna N Shajahan	2019 2019 2020 2021 2025
Dr.AnilKumar M N	Cryptography	VTU	NIL
Dr.Krishna Kumar S	VLSI	KTU	Vinitha V	2021

Sample Attainment

The target to be achieved for each course includes two parameters:

Expected Proﬁciency /Knowledge (EP) :-

It is the grade secured by more than 50% of the total number of students in the previous university examinations.

Expected Attainment (EA) :-

Eg: From table 3.2.2.1, the Previous Attainment based on previous University Examinations is 71.35% students can score the Expected Proficiency of C grade. Expected Attainment is fixed as 30% improvement over a six year period considering 5% improvement every year.

A table showing the procedure for fixing the target for the course Solid State Devices (EC 203) is shown below:

4. Grades	>=90 % O	85% – 89% A+	80 – 85% A	70% – 80% B+	60% – 70% B	50% – 60% C	45% – 50% D	< 45% F	No: of students registered
2015
2016	0	2	1	12	34	44	7	21	121
2017	3	8	6	14	22	24	4	40	120
No: of students obtained the grade	3	10	7	26	56	68	11	61	241
Average	1.5	5	4.5	13	28	34	5.5	30.5	120.5
Average %	1.24	4.15	3.73	10.78	23.23	28.21	4.56	25.31
Cumulative %	1.24	5.39	9.13	19.91	43.14	71.35	75.91	100
	1.24	5.39	9.13	19.91	43.14	71.35	75.91	100

Target fixing
Parameter	Target obtained	Description
Expected Proficiency	C grade (50%)	71% students can score at least C grade
Expected Attainment	71.35 x1.3 = 92.76%	92.76% students should score C grade (50%) of the relevant maximum marks of COs
Expected Attainment	71.35 x1.05 = 74.92%	For the current year 74.92 % of students should score C grade (50%) of the relevant maximum marks of COs

Measuring COs attained through University Examinations

Target may be stated in terms of percentage of students getting more than the university average marks or more as selected by the Program in the final examination. For cases where the university does not provide useful indicators like average or median marks etc., the program may choose an attainment level on its own with justification.

Table 3.2.2.3: Indirect attainment and university attainment

ATTAINMENT LEVELS	TARGET
1 (Low)	50% students scoring more than EP marks out of the relevant maximum marks.
2 (Medium)	60% students scoring more than EP marks out of the relevant maximum marks.
3 (High)	70% students scoring more than EP marks out of the relevant maximum marks.

Table 3.2.2.4: Sample of Expected Course outcome attainment calculation

(Indirect assessment and University examination)

Course Outcomes	EC203.1	EC203.2	EC203.3	EC203.4	EC203.5	EC203.6
Maximum CO marks	10	10	10	10	10	10
Expected Proficiency	5	5	5	5	5	5
Expected Attainment	74.92%

Table 3.24: Course Outcome marks

Course Outcome Marks
Student Roll Nos	EC203.1	EC203.2	EC203.3	EC203.4	EC203.5	EC203.6	End Semester Grade
1	4	4	4	2	2	4	F
2	8	8	8	8	8	8	B
3	8	6	6	8	6	6	F
4	8	6	6	6	6	4	B
5	10	10	10	10	10	10	B+
6	10	10	8	8	6	6	C
7	8	6	8	8	8	8	B
8	8	8	8	8	8	6	A
9	10	8	8	8	10	8	C
10	8	8	10	8	10	8	B+
11	6	6	6	6	8	8	C
12	8	10	10	8	8	6	B
13	8	6	10	10	6	10	C
14	10	10	10	10	10	10	A
15	8	6	8	6	8	6	F
16	6	4	8	8	8	6	F
17	6	6	6	8	8	8	B
18	10	8	10	10	10	10	B+
19	6	6	6	6	6	6	B
20	10	8	10	10	10	10	F
21	6	8	6	10	6	10	B+
22	6	8	10	10	6	6	B
23	10	10	10	10	10	10	B+
24	6	8	8	8	8	8	B
25	10	8	10	6	10	6	B
26	8	8	10	8	8	6	B
27	6	6	6	6	6	6	F
28	10	8	8	8	6	6	B
29	10	10	10	8	10	6	B+
30	10	10	10	8	10	10	A
31	6	4	6	6	6	6	F
32	10	8	10	8	10	10	A
33	10	10	10	10	10	10	A+
34	8	8	10	10	10	10	C
35	10	10	10	10	10	8	B+
36	10	10	10	10	10	8	A+
37	10	10	8	8	10	6	A
38	10	10	10	10	10	10	B+
39	10	8	10	10	10	4	A+
40	10	8	10	8	10	8	B
41	8	10	8	10	8	10	FE
42	10	10	8	10	8	10	OS
43	10	8	8	6	8	10	C
44	8	6	8	6	6	8	B
45	8	8	8	8	8	8	B
46	10	10	10	8	6	8	B
47	10	10	10	10	10	8	F
48	4	4	4	4	4	2	C
49	10	10	10	10	10	10	F
50	8	8	8	8	8	8	C
51	6	8	6	8	6	6	C
52	10	10	8	8	10	8	B
53	6	6	8	6	6	6	P
54	8	10	10	8	10	8	B
55	10	10	10	10	10	10	B+
56	10	10	10	10	10	10	B
57	10	8	10	10	8	8	F
58	10	10	10	10	10	10	A+
59	10	10	8	10	8	10	B+
60	8	6	8	6	10	8	C
61	6	8	8	8	6	8	F
62	10	8	10	8	8	8	F
63	10	10	10	10	10	10	B+
64	10	10	10	10	10	10	B
65	8	8	8	8	8	8	C
66	10	8	8	8	8	6	B+
67	10	10	10	10	10	10	B
68	8	8	8	8	8	8	B
69	10	10	10	10	10	10	B+
70	10	6	10	8	10	6	F
71	6	6	6	6	6	4	P
72	8	8	8	10	10	10	A
73	10	10	8	10	6	10	B
74	10	10	10	10	8	8	B
75	8	8	8	8	8	8	B
76	8	8	8	10	10	10	B+
77	8	8	10	8	10	8	OS
78	10	10	10	10	10	8	B
79	10	8	6	6	4	4	F
80	8	6	8	6	6	6	F
81	10	10	8	10	10	6	A+
82	4	2	4	4	4	4	F
83	10	10	10	10	10	10	B
84	10	8	10	8	10	10	B+
85	10	10	10	8	10	6	C
86	8	6	6	6	6	6	F
87	10	10	8	10	8	8	F
88	8	8	8	6	10	6	B
89	10	10	10	10	10	10	B+
90	10	10	10	10	10	10	A+
91	8	8	10	10	6	8	B
92	10	8	8	8	8	8	F
93	10	8	8	8	10	6	F
94	10	10	10	8	10	8	B
95	10	10	10	10	10	8	B
No. of students Scored ≥ EP (N)	92	90	92	92	91	88	72
Attainment (N/95)%	96.84	94.74	96.84	96.84	95.79	92.63	75.79
Attainment Level	3	3	3	3	3	3	3

Measuring COs attainment through Internal Examination

DIRECT ASSESEMENT

Table 3.2.2.5(A): Measuring COs attainment through Internal Examination of EC203 (SSD)

Program : Electronics And Communication Engineering						Academic Year : 2018 – 2019
Course : Solid State Devices						Course Code : EC203
Semester : 3						Batch : A & B
Expected Proficiency of the Course EC203 : C Grade (50%)
Assessment Pattern
COs	Series 1	Series 2		Assign-ment 1	Assign-ment 2		Assign-ment 3	Assign -ment 4	Total CO Marks
EC203.1	30			10					40
EC203.2		6			20				26
EC203.3		14					10		24
EC203.4							10		10
EC203.5								10	10
EC203.6								20	20
Expected proficiency of CO1 is 50% of total marks of CO1 = 50% *40 = 20
ATTAINMENT LEVELS			TARGET
1 (Low)			50% students scoring more than EP marks out of the relevant maximum marks.
2 (Medium)			60% students scoring more than EP marks out of the relevant maximum marks.
3 (High)			70% students scoring more than EP marks out of the relevant maximum marks.

Table 3.2.2.5(B): Sample of CO attainment calculation

Course Outcomes	EC203.1	EC203.2	EC203.3	EC203.4	EC203.5	EC203.6
Maximum CO marks	40	26	24	10	10	20
Expected Proficiency	20	13	12	5	5	10
Expected Attainment	74.92%
Student Roll Nos	Course Outcome Marks
Student Roll Nos	EC203.1	EC203.2	EC203.3	EC203.4	EC203.5	EC203.6
1	24	5	7.5	0	0	0
2	24	16	3.5	0	0	0
3	28	16.5	9.5	8	0	0
4	24	18	12	8	0	0
5	28	10.5	12	8	10	9
6	33	26	10	4	0	0
7	24	17	14	4	5	2
8	37	20.5	9.5	6	0	0
9	22	21	6	0	0	0
10	36	13	9	0	0	0
11	31	13	15.5	9	0	0
12	24	20	6.5	0	0	0
13	28	13	12	6	0	0
14	33	26	14	5	10	2
15	29	18	14	2	0	0
16	24	11.5	12.5	7.5	5	5
17	24	20	13	6	3	15
18	40	26	15	6.5	4	14
19	25	16	18	4	0	0
20	29	26	13	1	0	0
21	32	17	14	2	0	0
22	28	14	11.5	2	9	7
23	37	26	18	1	10	10
24	29	22	13	4	0	0
25	36	6	12	0	0	0
26	37	25	17	6	0	0
27	25	18	12.5	2	0	0
28	33	14.5	15.5	2	10	9
29	34	24	14	2	10	7
30	31	15	10.5	0	10	11
31	25	12	11.5	2	0	0
32	39	26	17	6	10	15
33	33	24.5	18.5	9	0	0
34	25	6.5	13.5	0	0	0
35	33	16	13	0.5	10	10
36	38	26	17.5	5	10	9
37	34	25	12	9	10	8
38	28	25	8	4	0	0
39	34	26	14	1	10	10
40	23	26	14.5	0	0	0
41	24	15.5	4	4	0	0
42	38	26	11	0	0	0
43	40	26	17.5	8	10	14
44	27	16	5.5	3	1	6
45	29	13	12	1	5	4
46	36	22.5	15	9	4	13
47	28	26	13	2	0	0
48	32	7	12	2	0	0
49	24	12.5	5.5	0	0	0
50	29	22.5	16	3	9	6
51	24	4	11	0	5	0
52	39	20	14.5	5	0	0
53	24	18	12.5	7	0	0
54	34	19	14.5	1	0	0
55	36	26	24	9	10	14
56	32	19	15	6	5	0
57	19	12	10	5	3	3
58	40	25	21.5	10	10	18
59	38	14	19	9	10	13
60	24	12	13	0	5	5
61	24	15	12	6	8	8
62	24	17	5	0	10	10
63	35	25	23.5	10	10	16
64	29	14	9	8	0	0
65	21	21	8.5	5	6	11
66	38	26	15	8	0	0
67	35	23	15	7	0	0
68	34	23	13	8	0	0
69	34	25	17	7	9	0
70	29	3.5	9.5	0	3	8
71	21	13	15	10	6	8
72	35	26	17.5	8	10	19
73	37	23	17	7	0	0
74	28	26	17	10	10	16
75	29	16	6	5	0	0
76	36	16	11	10	10	12
77	33	22	12	10	0	0
78	34	26	15	5	9	13
79	24	19	4.5	0	7	5
80	34	22	16	2	6	9
81	38	26	18.5	9	10	18
82	29	23	4	5	0	0
83	32	16	15.5	8	8	8
84	34	26	18.5	6	9	10
85	22	19	12	8	0	0
86	24	26	4.5	5	5	0
87	24	10	12	7	0	0
88	28	12.5	16	5	10	8
89	38	15	15.5	10	10	14
90	39	14	19	5	0	5
91	25	12	11	0	0	5
92	40	26	16.5	0	5	6
93	24	12	14	1	8	6
94	30	24	19	4	9	8
95	38	16	9	3	0	0
No. of students Scored ≥ EP (N)	94	79	66	50	44	22
Attainment (N/95)% = 9400/95	98.95	83.16	69.47	52.63	46.31	23.16
Attainment Level	3	3	2	1	0	0

Course Outcome Attainment:

Table 3.2.2.6: Sample of CO attainment calculation for a course

COURSE OUTCOME ASSESSMENT
Course code:	EC203
Course name:	SOLID STATE DEVICES
COURSE OUTCOME	CO1	CO2	CO3	CO4	CO5	CO6
University attainment %	75.79	75.79	75.79	75.79	75.79	75.79
Indirect Attainment %	96.84	94.74	96.84	96.84	95.79	92.63
Direct Attainment %	98.95	83.16	69.47	52.63	46.31	23.16
Overall CO attainment %	94.1	82.844	73.471	61.683	57.154	40.633
Overall CO attainment level	3	3	3	2	2	NA
Overall Attainment	68.32%
Expected Attainment	74.92%
Expected Proficiency	C Grade (50%)

CO attainment (each) = 70% of direct assessment + 20% of university assessment + 10% of indirect assessment.

Eg: For CO1, attainment = 0.7*98.95 + 0.2* 75.79 + 0.1*96.84 = 94.1

Attainment level for CO1 is 3. (High attainment level)

Sample Course Plan

HOUR NO.	MODULE	DATE	TOPIC
1	1	02-01-2017	Differential amplifiers-introduction
2		02-03-2017	Diff amplifier config using BJT
3		02-03-2017	Large signal analysis
4		02-06-2017	small signal analysis
5		02-06-2017	Balanced output differential amp, voltage gain, input resistance, CMRR
6		02-08-2017	Unbalanced output differential amp, voltage gain, input resistnace, CMRR
7		02-10-2017	non ideal chara of differential amplifier, frequency response
8		02-10-2017	Current sources, active load
9		13/2/2017	concept of current mirror circuits
10		13/2/2017	Wilson current mirror circuits
11		15/2/2017	Op-amp:Introduction, Block diagram, Ideal opamp parameters
12		20/2/2017	Equivalent circuit, voltage transfer curve
13		20/2/2017	open loop opamp configurations
14		22/2/2017	Effect of finite openloop gain, Band width on performance
15		27/2/2017	Effect of slew rate
16		27/2/2017	voltage series feedback
17	2	03-01-2017	voltage shunt feedback
18		03-08-2017	properties of practical op-amp
19		03-10-2017	Inverting amplifier,Non inverting amplifier
20		03-10-2017	Dc and ac amplifiers
21		13/3/2017	summing amplifier, scaling and averaging amplifiers
22		13/3/2017	Instrumentation amplifier
23		15/3/2017	Test paper
24	3	17/3/2017	V-I and I-V converter
25		17/3/2017	integrator
26		18/3/2017	differentiator
27		20/3/2017	Precesion rectifers
28		20/3/2017	Log and antilog amplifiers
29		22/3/2017	RC phase shift oscillator
30		24/3/2017	Test paper
31		24/3/2017	Wien Bridge oscillator
32	4	25/3/2017	Astable MV
33		27/3/2017	Monostable MV
34		27/3/2017	triangular wave generators, saw tooth wave generators
35		29/3/2017	comparators,zerocrossing detector
36		31/3/2017	Schmitt Trigger,Test paper
37		31/3/2017	Active filters:1st order Butterworth LPF
38		01/04/2017	1st order Butterworth HPF
39		04-03-2017	1st order Butterworth BPF
40		04-03-2017	1st order Butterworth BSF and notch Filter
41		04-05-2017	2nd order Butterworth LPF, HPF
42		04-12-2017	2nd order Butterworth BPF, BSF
43	5	17/4/2017	Timer IC 555, block diagram
44		17/4/2017	Monostable MV
45		19/4/2017	Astable MV, VCO
46		21/4/17	VCO,Analog Multiplier,Gilbert cell
47		21/4/2017	IC AD633 and application
48		24/4/2017	PLL – Operating principles, basic blocks
49		24/4/2017	applications
50		26/4/2017	PLL IC 565
51		28/4/2107	Monolithic Voltage Regulators: Three terminal voltage regulators 78XX and 79XX series
52		28/4/2017	IC723 , low voltage and high voltage regulator
53		05-03-2017	Current boosting, short circuit and fold back protection.
54	6	05-05-2017	D/A converter , specifications , weighted resistor type, ,
55		05-05-2017	R-2R Ladder type,sample-and-hold circuits
56		05-08-2017	A/D Converters: Specifications, Flash type,
57		05-08-2017	Counter ramp type,Successive Approximation type
58		05-10-2017	Single Slope type, Dual Slope type
59		05-12-2017	Dual Slope type, problems
60		05-12-2017	revision

PO-PSO Mapping to CO

SEMESTER: 3
Course Title:	SOLID STATE DEVICES
Course Code:	C203
Academic Year:	2018-19
CO No:	Course Outcomes
	After the successful completion of course, students will be able to:
C203.1	Discuss the Fermi – Dirac distribution, equilibrium carrier concentration in n type and p type semiconductors, conductivity, mobility and temperature dependence of carrier concentration and mobility by understanding the basic concepts of semiconductors and equilibrium and steady state conditions.
C203.2	Analyze the High field effects and Hall effect, quazi Fermi levels and continuity equation using the theory of drift, diffusion and generation and recombination of excess carriers.
C203.3	Illustrate the various features of pn junction with energy band diagram and V – I characteristics using the ideal diode equation.
C203.4	Distinguish the various breakdown mechanisms in pn junction, ohmic and rectifying contacts.
C203.5	Deduce the terminal current equations using the basic concepts of BJT.
C203.6	Interpret the C V characteristics of MOS capacitor, MOSFET and recall the FinFET structure.

SEMESTER: 3

Course Title:

SOLID STATE DEVICES

Course Code:

C203

Academic Year:

2018-19

Course

Outcomes

PO1

PO2

PO3

PO4

PO5

PO6

PO7

PO8

PO9

PO10

PO11

PO12

C203.1

–

C203.2

–

C203.3

–

C203.4

–

C203.5

–

C203.6

–

Average

2.67

–

SEMESTER: 3
Course Title:	SOLID STATE DEVICES
Course Code:	C203
Academic Year:	2018-19
Course Outcomes	PSO1	PSO2	PSO3
C203.1	2	–	–
C203.2	3	–	–
C203.3	3	–	–
C203.4	2	–	–
C203.5	3	–	–
C203.6	3	–	–
Average	2.67	–	–

PEO, POs, PSOs

Program Educational Objectives

PEO1. Graduates will demonstrate strong technical competence in Electronics and Communication Engineering, applying innovative and research driven solutions to address real world challenges.

PEO2. Graduates will excel as socially responsible technocrats and impactful leaders, equipped with global competence, entrepreneurial skills, and the ability to drive sustainable growth in industry and society.

PEO3. Graduates will uphold ethical values, embrace lifelong learning, and contribute to the holistic advancement of industry and society.

Program Outcomes (POs)

PO1: Engineering Knowledge: Apply knowledge of mathematics, natural science, computing, engineering fundamentals and an engineering specialization as specified in WK1 to WK4 respectively to develop to the solution of complex engineering problems.

PO2: Problem Analysis: Identify, formulate, review research literature and analyze complex engineering problems reaching substantiated conclusions with consideration for sustainable development. (WK1 to WK4)

PO3: Design/Development of Solutions: Design creative solutions for complex engineering problems and design/develop systems/components/processes to meet identified needs with consideration for the public health and safety, whole-life cost, net zero carbon, culture, society and environment as required. (WK5)

PO4: Conduct Investigations of Complex Problems: Conduct investigations of complex engineering problems using research-based knowledge including design of experiments, modelling, analysis & interpretation of data to provide valid conclusions. (WK8).

PO5: Engineering Tool Usage: Create, select and apply appropriate techniques, resources and modern engineering & IT tools, including prediction and modelling recognizing their limitations to solve complex engineering problems. (WK2 and WK6)

PO6: The Engineer and The World: Analyze and evaluate societal and environmental aspects while solving complex engineering problems for its impact on sustainability with reference to economy, health, safety, legal framework, culture and environment. (WK1, WK5, and WK7).

PO7: Ethics: Apply ethical principles and commit to professional ethics, human values, diversity and inclusion; adhere to national & international laws. (WK9)

PO8: Individual and Collaborative Team work: Function effectively as an individual, and as a member or leader in diverse/multi-disciplinary teams.

PO9: Communication: Communicate effectively and inclusively within the engineering community and society at large, such as being able to comprehend and write effective reports and design documentation, make effective presentations considering cultural, language, and learning differences

PO10: Project Management and Finance: Apply knowledge and understanding of engineering management principles and economic decision-making and apply these to one’s own work, as a member and leader in a team, and to manage projects and in multidisciplinary environments.

PO11: Life-Long Learning: Recognize the need for, and have the preparation and ability for i) independent and life-long learning ii) adaptability to new and emerging technologies and iii) critical thinking in the broadest context of technological change. (WK8)

Program Specific Outcomes (PSO)

Students will be able to:

Apply engineering fundamentals of Electronics and Communication Engineering to analyze, design and develop various electronic systems.

Utilize relevant hardware and software platforms to create innovative and efficient solutions to engineering challenges.

Demonstrate adaptability to evolving technologies and industrial practices in Electronics and Communication Engineering through continuous and lifelong learning.

Knowledge and Attitude Profile (WK)

WK1: A systematic, theory-based understanding of the natural sciences applicable to the discipline and awareness of relevant social sciences.

WK2: Conceptually-based mathematics, numerical analysis, data analysis, statistics and formal aspects of computer and information science to support detailed analysis and modelling applicable to the discipline.

WK3: A systematic, theory-based formulation of engineering fundamentals required in the engineering discipline.

WK4: Engineering specialist knowledge that provides theoretical frameworks and bodies of knowledge for the accepted practice areas in the engineering discipline; much is at the forefront of the discipline.

WK5: Knowledge, including efficient resource use, environmental impacts, whole-life cost, reuse of resources, net zero carbon, and similar concepts, that supports engineering design and operations in a practice area.

WK6: Knowledge of engineering practice (technology) in the practice areas in the engineering discipline.

WK7: Knowledge of the role of engineering in society and identified issues in engineering practice in the discipline, such as the professional responsibility of an engineer to public safety and sustainable development.

WK8: Engagement with selected knowledge in the current research literature of the discipline, awareness of the power of critical thinking and creative approaches to evaluate emerging issues.

WK9: Ethics, inclusive behavior and conduct. Knowledge of professional ethics, responsibilities, and norms of engineering practice. Awareness of the need for diversity by reason of ethnicity, gender, age, physical ability etc. with mutual understanding and respect, and of inclusive attitudes.

Mini Projects/Design Projects

Mini Projects doing during the academic year 2025-26

Sl. No.	Project Title
1	DYNAMIC TRAFFIC CONTROL SYSTEM
2	NEUROMORPHIC HAND GESTURE DETECTION FOR REAL-TIME RESCUE OPERATIONS USING EVENT-BASED VISION
3	Smart Inline fuel monitoring and Digital verification system
4	Laser based selective weed control system for agriculture
5	Smart Irrigation with Plant Disease Detection
6	Smart assistive trolley to enhance shopping
7	AI-Enabled Through-Wall Human Activity Recognition Using 24GHz mmWave Radar
8	Smart Elderly Wandering detection system
9	HUMAN PRESENCE DETECTION USING DOPPLER RADAR
10	AI-based certificate decoder and Student portfolio system
11	Voice Recognition Based Remote-Controlled Vehicle
12	Intelligent pothole detection and geotagging system
13	Blind Spot Detection using MM Wave Radar
14	Smart Vision Based Waste Management System
15	Smart Shopping Cart
16	FPGA-Based Spiking Neural Network for Real-Time Sensor Fusion and Fault Detection
17	Urban Fire Detection
18	Portable ventilator with blood oxygen sensor
19	GREETBOT
20	Non-Intrusive Load Monitoring System
21	vvv
22	Real-time criminal identification using machine learning
23	ANYWHERE VOTING SYSTEM
24	Child Occupant Safety and Emergency Response System for Automobiles
25	Bathroom safety and hazard detection floor mats
26	MULTI SPECTRAL IMAGER
27	RIS-Based Indoor Wireless Signal Enhancement
28	Medilock
29	Predictive Electrical Fire Prevention System Based on Thermal Behavior Analysis
30	Intelligent Mark Detection & Erasure Robot
31	vvv
32	HUMAN-CENTRIC HOME ASSISTANT
33	Dyslexia Navigator

Mini Projects done during the academic year 2024-25

Sl No	Topic
1	Billing system
2	LPG gas level monitor and safety system using IOT
3	GSM,GPS based vehicle theft detection and tracking
4	Sense Stick : Automated Guide
5	Menstruation Blood Detection System for Autism Support with Caretaker Alerts
6	Fire Extinguishing Rover
7	EV thermal management system
8	Borewell Rescue Mechanism
9	Iron Guard- for user friendly & risk free ironing
10	Robotic Arm
11	Gas leakage detection system
12	Vehicle Emission monitoring system (VEMS)
13	LaundryGuard – Smart Laundry System
14	Text reader for blind
15	Women and children safety device with GPStracking and alerts using ARDUINO
16	Footstep power generation
17	Automatic pet daycare system
18	Chaotic Cryptography- Random Numberkey generation using Chuas circuit
19	Raspberry pi 4 based security camera with email notification using open cv/python
20	Fisherman Border Control and Wireless Communication System
21	Solar Automated Irrigation Robot
22	Vision Testing System:Snellen Chart
23	Sleep Paralysis Detection and Alert System
24	IoT based Pond Water Monitoring System
25	Decontaminating Robot
26	Car Drowning safety and alert system
27	IoT based rail track health monitoring and information system
28	Deaf to blind communication using arudino uno
29	Automatic Headlight Dimmer
30	Theft alert system
31	Under water speech transmission and SOS system using lifi technology
32	Security Robot – Real time Surveillance and Theft Detection
33	Smart home safety system with fall detection and heartrate monitoring

Mini Projects done during the academic year 2023-24

Sl No	Topic
1	Smart crop protection using Arduino and GSM
2	Anti Theft Flooring system
3	Laser Based Theft detecton system
4	ARMBOT
5	Smart notice Board
6	Wireless electric vehicle charging
7	Railway Track crack and object detection system
8	Baby Monitoring System
9	Smart Petfeeder
10	Currency counter and counterfeit detection system for visually impaired people.
11	Hexapod
12	Smart Band for Elderly Patients
13	WEEBOT
14	BUCK Converter
15	Horn Detection Device for Hearing Impaired people
16	Interactive Desktop Robot
17	Assistive wearable module for visually impaired individuals with text to audio conversion and gesture based interaction
18	DropSentry-Vigilant Intravenous Infusion Dosing System
19	Hygrometer based drip irrigation and water monitoring system
20	Electrical Vehicle Charge Monitoring and Fire Protection
21	Fall detection and prevention for elderly people
22	Automatic medicine delivery robot
23	CardioAlert: Heart Attack Detection & Patient Location Sharing
24	Three dimensional RADAR for military applications
25	LAWN BOT PRECISION GRASS CUTTING FOR A PERFECT GREEN CARPET
26	Mobile charging on Coin insertion
27	smart dust bin
28	Sign Language to text and speech converter
29	Power generative floor system
30	Food Guard Pro
31	Alertzzy Mutipurpose Tracking Watch
32	Smart waste management system

Mini Projects done during the academic year 2022-23

Sl No	Topic
1	Tactile Robot Interpreter for multi sensory impaired
2	Automated pill dispenser
3	Smart Study Glasses
4	SmartSorter- Automated waste segregation and management system
5	IoT Based Air Quality Monitoring System
6	Sign Language to text Converter
7	Intelligent garment Steamer and Folding Machine
8	Skin Cancer Detecttion System
9	Smart Resource Consumption System
10	Women Safety Device Using Voice Emotion Recognition
11	Physio chair
12	Solar floor cleaning robot
13	Road Safety SOS
14	Ultrasonic Glass for Blinds
15	Self stabilizing spoon for parkinson sufferes
16	Eye cursor and eye blink sensor
17	Analysis and therapy shoes to help patient with gait disorders
18	Air pollution montioring system
19	Pattern drawing robot
20	Lock Box:Revolutionzied safe keeping
21	Portable ECG Machine
22	Densiity Based Traffic Management system
23	Vision Scale
24	Smart Blind Glass
25	Automated Solar Grass Cutter
26	Rescue from car fires
27	Smart CNC writing and drawing machine
28	IoT based car parking system

Mini Projects done during academic year 2021-22

1	3D LED CUBE 8X8X8 USING ARDUINO
2	APPROACH FOR DIFFERENTIAL DIAGNOSIS OF DEMENTIA
3	CERTIDETECTRON
4	CHARGING POINT ALERTER
5	CONTACTLESS SWITCH
6	DRY HAND WASHING MACHINE BY FOG DISINFECTION
7	ELECTRICITY CONSUMPTION MONITORING
8	FOOT AND BODY SIZE PREDICTOR USING ARDUINO
9	FULLY AUTOMATED TEMPERATURE SENSOR AND MASK DETECTOR WITH RFID SCANNER
10	HAND GESTURE CONTROLLED BOT WITH ROBOTIC ARM
11	HOMETRONICS
12	HUMANOID ASSISTIVE ROBOT
13	MASK SCANNING AND TEMPERATURE DETECTION
14	MCS(Mixer grinder Cut-off System)
15	ORDER PLACING SYSTEM FOR RESTAURANTS
16	PROSTHETIC ARM
17	REAL TIME SPEED LIMIT DETECTION AND OVERSPEED WARNING SYSTEM
18	RFID BASED VEHICLE INSPECTION
19	SECURITY ALARM SYSTEM
20	SEED PLANTING ROBOT
21	SELF PROPELLED ESCORT
22	SMART AND SECURE SINGLE ATM CARD FOR MULTIPLE BANK ACCOUNTS
23	SMART DUSTBIN USING ARDUINO
24	SMART GARDENING
25	SMART PLANT MONITORING SYSTEM
26	SMART SHOPPING TROLLEY WITH AUTOMATED BILLING SYSTEM
27	SMART SOLAR
28	VEIL INTERFACE REARRANGING INSTRUMENT (VIRI) BED MAKER USING ARDUINO
29	WEED DETECTION AND REMOVAL
30	WHEELCHAIR AUTOMATED MODULE

Design Projects done during academic year 2020-21

Batch No.	Project Title
1	Smart mask
2	Human motion imitating all terrain robots with vr controll
3	Social distancing bus detection with people
4	Crowd detetion camera
5	Contactless IR thermometer
6	Face Recognition and Attendance Tracking
7	Remote Controlled Monitor Mount With 3 Axial Alignment
8	Hospital sanitizing Robot
9	Face mask detection
10	Automatic door bell using object detection and smart hand sanitizer dispense
11	Human temperature detector at door bell
12	Shoe for blind people
13	Social distance watcher
14	Smart Talk
15	Patient Health Monitoring Device
16	Automated Sanitizer Door
17	Cough Detection Using Machine Learning & Audio Processing
18	Automated car parking using Image processing
19	Covid 19 ChatBot
20	Hand Gesture Controlled Mouseinator
21	Stress Free Smart Seat
22	Real time monitoring of water quality
23	Facial expression recognizer
24	Contactless UI Control For Lifts
25	RECOGNITION OF VEHICLE NUMBER PLATE USING open CV

Main Projects

Projects doing during the academic year 2025-26

S.No:	Topic
1	Vehicle to Vehicle (V-2-V) communication for obstacle avoidance in urban traffic
2	HealthyFins: Fish Disease Detection System for Pisciculture Farms in Kerala
3	Automatic Waste Segregation Bin using ML
4	Smart Fruit Ripeness Detection Device
5	ML-Based Menstruation Detection and Automated Pain Relief System
6	Beach Bot
7	Crypto Enabled RISC V Architecture
8	ML based Spoken Language Identification System
9	Segmentation for diagnosing Kidney related Disorders Using Radiographic Imaging
10	An improved Smart Riding Gear for safe travel of deaf riders based on embedded system
11	AI-Powered Smart Campus Monitoring System using RFID and Deep Learning for Real-Time Behavior Analytics
12	Eco Vigilante
13	SimpliGov: A Multilingual Civic Assistance Platform for Inclusive Public Service Access
14	LLM glasses for visually impaired
15	Crypto enabled encoder using RISC V
16	AI based sketch completion and physical rendering using XY plotter
17	Aqua sweep-Smart canal system
18	FPGA VOXGUARD:Chaos Secured wireless Audio transmission
19	ML Based Firewall for Intrusion Detection
20	Oxyclean: NextGen Air Treatment and Regeneration System
21	FPGA-Based CNN for Digit Recognition
22	Smart SkinCare using AI
23	Smart Health Screening System for Recruitment and Public Health
24	16 bit computer
25	AURA: Airborne Utility for Rescue & Awareness
26	Wearable fall detection system for elderly safety
27	Autonomous swarm robotics with self recovey task reallocation
28	Vehicle Accient Analysis System
29	Fake Image Detection Using FPGA
30	AI & IoT Enhanced Smart Cradle
31	Smart System for the Prediction of Stroke Reccurence and Health Monitoring for Stroke Patients
32	Semi Autonomous Robotic System for corrosion inspection on metal structures
33	Automated opthalmic Disease Detection Using Deep learning

Projects done during the academic year 2024-25

Sl No	Topic
1	Assistive Nurse Robot ForHospitals
2	GENFIT: AI FASHION RECOMMENDATION FOR MEN
3	Smart System for Personal Protective Equipment Detection in Industrial Environment Based on Deep Learning
4	GuiDeaf:An alerting device fordeaf
5	Hydro Human Scout
6	Pneumonia Detection using CNNfrom chest X-ray images
7	Holistic Health Monitor
8	Riot Detecting Drone
9	REHABGLOVE
10	Design of Approximate Adder
11	Fruit Freshness Analyzer
12	Emotion based music companion
13	RescueRay-The RemoteControlled Lifesaver
14	SIGN-MEDIVISION
15	Food recognition and Calorieestimation using Image Processing
16	Voice-Controlled smart Wheelchair with multi mode functionality
17	AI-DRIVEN KIDNEY SEGMENTATION FOR RENAL DISORDER ANALYSIS
18	RISC-V ISA WITH memory fault tolerance
19	Dual axis solar tracker with folding mechanism
20	Smart Energy Tracker using IoT
21	SMART Reading GLASSES for blind
22	DisasterNet
23	Rescue drone
24	Automated apple and Grape variant recognition and billing System
25	Landslide Monitoring and Detection System
26	MULTIPURPOSE AGRICULTURAL MACHINE
27	Integrating Machine learning for farm protection : Animal intrusion detection and identify plant diseases
28	AI BASED INDIAN SPOKEN LANGUAGE RECOGNITION system
29	Companion robots for elders
30	Design and Implementation of a RISC-V Architecture with Enhanced Data Security

Projects done during the academic year 2023-24

Sl No	Topic
1	Drone based Solar Panel Cleaning
2	Adaptive multi modal safety devices
3	Vision Scale
4	Gesture based Assistive Communication System
5	AI Assisted Beach Cleaning Robot
6	Portable ECG Machine with added SPO2 Sensor
7	Food Serving and Ordering Robot
8	Integration of LLM based Language Processor
9	Skin Cancer Detection
10	Nurse Robot
11	Activity monitoring and Location sensoring for people
12	Smart food Analyzer for personalised Health
13	Portable bed aid with Cardio pulmonary
14	Rasperry pi based vehicle starter on face detection
15	FPGA based Health Monitoring System
16	FPGA based Robotic Arm
17	Autonomous Search and Rescue Rover
18	Wireless Power Transfer on Road
19	Defence Drone
20	Malayalam Sign Language to Text Interpreter
21	Innovation Crop Protection Solution
22	Integrated Robotic Inventory Management Solution
23	Orchard Ninja:”A climbing Companion”
24	Delivery Robot
25	Offensive Language Detection
26	Electronic Dog
27	Traffic sign and Theft detection
28	Smart shopper

Projects done during the academic year 2022-23

Sl No	Topic
1	Dog Breed Classification
2	Smart Garage with Car Diagnostics
3	Hand Gesture Recognition and Voice Conversion for Speech Impaired
4	Hardware implementation of modern arithmetics in FPGA
5	Smart Payment system
6	Speed monitoring module
7	Pothole Detection and Leveling
8	AUTOMATED WOMEN SAFETY WEARABLE DEVICE
9	Automated wheel chair
10	OFF-CASE
11	IoT based Hazard detecting Industrial Robot
12	Contact less PC control
13	Situation based traffic management system
14	Garbage collecting Robot
15	Low cost Nursing robot
16	Bike Crash Detection System
17	Retrieval of children from borewell
18	A navigator for the visually impaired
19	Arecnut tree climber
20	Smart agriculture monitoring system
21	Sign Language Conversion Based Pick and Place Bot
22	Secure IoT Assistant-Based System for Alzheimer’s Disease
23	Behavioral and vital analysis of immobilized patients
24	Detection of Pothole Using Image Processing and Real World Footage
25	Flood detection and finding best travel route
26	Safety Helmet for Coal Miners Using Zigbee
27	Arteco
28	Stress Analysis and Care Prediction System and eyestrain alleviating display adjustment for Online Workers
29	Safety Driving Equipments

Projects done during academic year 2021-22

1	Advanced Blind Stick
2	Advanced Driving Assistance System
3	Anti piracy system in Theatre
4	Automatic Fire Enhancer
5	Contactless Interface
6	FPGA Based Coin Recognition System
7	Handwritten character recognition
8	implementation of Digital Notice Board using Raspberry Pi and IoT
9	Intelligent Agriculture Technology Using IoT and ML
10	IoT based weather intelligence system
11	Neural Re-Rendring of Humans from a single image
12	Noise utilisation in public places.
13	Safty Oriented Walkway System
14	Say it right Therapy
15	Sign Language to Speech Converter Using Machine Learning
16	Smart car parking system with IoT
17	Smart Cop
18	smart gadget for women safety
19	Software controlled Wheel Chair
20	Soil Analysing Robot
21	TEST VECTOR REORDERING FOR LOW POWER VLSI TEST PATTERN
22	Text extraction from natural scene images
23	WASTE APARTHEID SYSTEM

Projects done during academic year 2020-21

Sl No	Topic
1	E-Custos
2	Deep learning for channel estimation and signal detection in OFDM systems
3	lidar based obstacle detecting robot
4	IoT based smart refrigerator
5	IoT Based Smart Sewage Worker Safety System
6	Lung Cancer Detection
7	Follow Cart
8	VCO implementation in cadence
9	ROBOTIC FEEDER FOR OLD AGE PEOPLE (RFOP)
10	IoT based Shopping Mall
11	infographic mirror
12	Door Dodge System
13	Eyes on You-Real Time Indoor Tracking and Navigation System
14	Advanced ambulance assistance service
15	Gesture to voice converter
16	Skin Cancer Detection using MATLAB
17	Unmanned Level Crossing
18	Fast walkthrough gateway
19	All terrain moving and climbing up robot for rescue operations
20	voice, gesture and touch screen based wheel chair
21	A comparative study on cough detection and monitorng system based on Threshold and Deep learning
22	Coordination of Drone and Robots via swarm intellignce
23	Automatic Horn control System
24	vehicle number recognition
25	Colour balance and fusion for underwater image enhancement

Add-on Programmes

Add-on Courses

The Department of Electronics and Communication Engineering (ECE) offers a range of add-on programmes to supplement the B. Tech curriculum and enhance students’ technical skills. These programmes are designed to make students industry-ready and employable at the time of graduation. The add-on programmes are conducted with the support of internal faculty as well as external industry experts. Students who successfully complete the programmes are awarded certificates.

Add-on Course on 32-bit ARM MICROCONTROLLER & PIC

The Add-on Course on 32-bit ARM MICROCONTROLLER & PIC will provide an insight to the ARM 9 focusing on both theoretical and practical aspects of the microcontrollers, development boards, Programming Languages, Simulators, Debuggers, Programmers, IDEs, Compilers, and applications. Hands-on sessions will be conducted on ARM MICROCONTROLLER and PIC which are compatible with Arduino.

Learning objectives of the course:

On successful completion of the course, the candidates will be able to

CO 1: Describe the architecture and ecosystem of 32-bit ARM microcontroller.

CO 2: Learn about IDEs and compilers specific to ARM architecture

CO 3: Create simple IoT applications using 32-bit ARM microcontroller and PIC.

CO 4: Interface sensors with ARM microcontroller and PIC for various applications.

2-Day Hands-On Workshop on VEGA Processors and Ecosystem

This hands-on workshop on indigenous RISC-V based VEGA processors will provide an insight to the VEGA series of processors and ecosystem focusing on both theoretical and practical aspects of the processors, development boards, SDK, and applications. Hands-on sessions will be conducted on ARIES boards which are compatible with Arduino.

Learning objectives of CDAC workshop:

On successful completion of the workshop, the candidates will be able to

CO 1: Describe the architecture and ecosystem of Vega Processors.

CO 2: Experiment with Vega Processors development board

CO 3: Create simple IoT applications using Vega Processors.

CO 4: Interface sensors with Vega processors for various applications.

Add-on Course on FPGA Architecture and Programming using Verilog HDL

The Add-on Course FPGA Architecture and Programming using Verilog HDL was a skill-based add-on course conducted as a hands-on training and knowledge enhancement program. It focused on Field Programmable Gate Array (FPGA) architecture and programming using Verilog Hardware Description Language (HDL), enabling students to gain practical exposure to digital design and implementation.

Learning objectives of NIELIT Calicut course:

On successful completion of the workshop, the candidates were able to

CO 1: Understand the VLSI and FPGA Design Flow.

CO 2: Design and Implement Digital Systems in Verilog.

CO 3: Apply FPGA Design Tools and Techniques.

CO 4: Build Digital Systems on FPGA.

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