Wireless Communications and Networks  Lab (WHYNET) 

N. Islam and S. Shin, "Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications ", IEEE Access (Under Review)

N. Islam and S. Shin, “Robust Deep Learning Models for OFDM-Based Image Communication Systems in Intelligent Transportation Systems (ITS) for Smart Cities”, Electronics, vol. 12, no. 11, p. 2425, May 2023.

I. Ahmad, W. Choi and S. Shin, "Comprehensive Analysis of Compressible Perceptual Encryption Methods—Compression and Encryption Perspectives", Sensors, vol. 23, no. 8, p. 4057, Apr. 2023. 

I. Ahmad and S. Shin,"IIB–CPE: Inter and Intra Block Processing-Based Compressible Perceptual Encryption Method for Privacy-Preserving Deep Learning", Sensors, vol. 22, no. 20, p. 8074, Oct. 2022. 

I. I. Shovon and S. Shin, “Survey on Multi-Path Routing Protocols of Underwater Wireless Sensor Networks: Advancement and Applications,” Electronics, vol. 11, no. 21, p. 3467, Oct. 2022

I. Ahmad and S. Shin, "A Perceptual Encryption-Based Image Communication System for Deep Learning-Based Tuberculosis Diagnosis Using Healthcare Cloud Services", Electronics, vol. 11, no. 16, p. 2514, Aug. 2022. 

I. Ahmad and S. Shin, "A Novel Hybrid Image Encryption–Compression Scheme by Combining Chaos Theory and Number Theory", Signal Processing: Image Communication, vol. 98, p. 116418, Oct. 2021

Madiha Razzaq and Seokjoo Shin, “Fuzzy-logic Dijkstra-based energy-efficient algorithm for data transmission in WSNs,” Sensors 2019, vol. 19, no. 5, 1040, Mar. 2019

Lilian C. Mutalemwa and Seokjoo Shin, “Achieving source location privacy protection in monitoring wireless sensor networks through proxy node routing,” Sensors 2019, vol 19, no. 5, 1037, Mar. 2019

Devarani Devi Ningombam, Seokjoo Shin, “Optimal resource management and binary power control in network-assisted D2D communications for higher frequency reuse factor,” Sensors 2019, vol. 19, no. 2, 251, Jan. 10, 2019

Devarani Devi Ningombam, Seokjoo Shin, “Throughput Optimization Using Metaheuristic-Tabu Search in the Multicast D2D Communications Underlaying LTE-A Uplink Cellular Networks,” Electronics, vol. 7, no. 12 (440), Electronics 2018, 7, 440; doi:10.3390/electronics7120440, Dec. 14, 2018

Devarani Devi Ningombam, Seokjoo Shin, “Distance-constrained outage probability analysis for device-to-device communications underlaying cellular networks with frequency reuse factor of 2,” Computers, vol. 7, no. 4 (50), Computers 2018, 7, 50; doi:10.3390/computers7040050, Oct. 6, 2018

Devarani Devi Ningombam, Seokjoo Shin, “Non-orthogonal resource sharing optimization for D2D communication in LTE-A cellular networks: a fractional frequency reuse-based approach,” Electronics, vol. 7, no. 10 (238), Electronics 2018, 7, 238; doi:10.3390/electronics7100238, Oct. 5, 2018

Lilian C. Mutalemwa, Seokjoo Shin, “Strategic location –based random routing for source location privacy in wireless sensor networks,” Sensors, vol. 18, no. 7, 2291, July, 2018

Sabita Nepal, Amod Pudasaini, Seokjoo Shin, “A fast channel assignment scheme for emergency handling in wireless body area networks,” Sensors, vol. 17, no.3, pp. 1-16, Feb. 2017

Moonsoo Kang, Irvanda Kurniadi Virdaus, Seokjoo Shin, Chung Ghiu Lee, “Limited area broadcast for warning message delivery over vehicular ad-hoc networks,” EURASIP J. on WCN, vol. 159, pp. 1-16, 2016

Subodh Pudasaini, Kyung Sup Kwak, and Seokjoo Shin, “On maximizing tag reading efficiency of a multi-packet reception capable radio frequency identification reader,” IET Communications, vol. 9, no. 5, pp. 701-706, Mar. 2015 doi: 10.1049/iet-com.2014.0541

Subodh Pudasaini, Seokjoo Shin, Youn Tae Kim, “Prioritized access control in IEEE 802.16 networks,” Int. Journal of Electronics and Communications (AEU), vol. 69, no. 1, pp. 69-74, Jan. 2015. http://dx.doi.org/10.1016/j.aeue.2014.07.012

Anup thapa, Kyung Sup Kwak, and Seokjoo Shin, “Efficient transmission mode selection scheme for MIMO-based WLANs,” KSII Trans. On Internet and Information Systems, vol. 8, no. 7, pp.2365-2382, Jul. 2014. http://dx.doi.org/10.3837/tiis.2014.07.009

Jay Shree Ranjit, Subodh Pudasaini, and Seokjoo Shin, “A new emergency-handling mechanism based on IEEE802.15.4 for health-monitoring applications,” KSII Trans. On Internet and Information Systems, vol. 8, no. 2, pp.406-423, Feb. 2014.

Sunil Dhakal and Seokjoo Shin, “Precise-Optimal frame length based collision reduction schemes for frame slotted Aloha RFID systems,” KSII Trans. On Internet and Information Systems, vol. 8, no. 1, pp.165-182, Jan. 2014.

Jay Shree Ranjit and Seokjoo Shin, “A modified IEEE 802.15.4 Superframe Structure for Guaranteed Emergency Handling in Wireless Body Area Network,” Network Protocols and Algorithms, vol. 5, no. 2, ISSN 1942-3581, June, 2013 Doi: 10.5296/npa.v5i2.3375

Sunil Dhakal and Seokjoo Shin, “Precise time systems efficiency of a frame slotted aloha based anti-collision algorithm in an RFID system,” Network Protocols and Algorithms, vol. 5, no. 2, ISSN 1942-3581, June, 2013 Doi: 10.5296/npa.v5i2.3373

S. Pudasaini and S. Shin, “Cross-Layer Performance Analysis of CSMA/iCA based Wireless Local Area Network,” Wireless Pers Commun., DOI 10.1007/s11277-012-0800-6, vol.67, pp.63-77, 2012

S. Pudasaini, S. Shin, and K. Kim, “Throughput and reliability analysis of a scalable broadcast MAC for distributed wireless networks,” EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, Aug. 2012.

A. Thapa and S. Shin, “Achievable performance of IEEE 802.11n MIMO adapted WLANs with MAC enhancement,” Information An International Interdisciplinary Journal, vol. 15, no. 7, pp. 3139-3148, July 2012.

[20]A. Thapa and S. Shin, “QoS provisioning in wireless body area networks: a review on MAC aspects,” KSII Trans. on Internet and Information, vol. 6, no. 5, May 2012.

S. Pudasaini, S. Shin, and K. Kim, “Carrier sense multiple access with improvised collision avoidance and short-term fairness,” Wireless Networks, DOI 10.1007/s11276-012-0442-3, vol. 18, no. 8, pp. 915-927, Apr. 2012.

A. Thapa, S. Pudasaini, and S. Shin, “Performance characterization of CSMA/CA adapted multi-user MIMO aware MAC in WLANs,” EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, Oct. 2011.

S. Pudasaini, Y. Chang, and S. Shin, “A reactive cross collision exclusionary backoff algorithm in IEEE 802.11 network,” KSII Trans. on Internet and Information, vol. 4, no. 6, pp. 1098 ~ 1115, 2010.

S. Pudasaini, S. Shin, and J. Copeland, “COMIC: intelligent contention window control for distributed medium access,” IEEE Commun. Letters, vol. 14, no. 7, pp. 656-658, 2010.

N. Islam and S. Shin, "Analysis on the Impact of Source Coding on Downstream AI Applications", IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC): Feb. 2024. (Accepted) 

I. Ahmad and S. Shin, "Perceptual Image Encryption: A Communication Perspective" IEEE International Conference on Information Networking (ICOIN): xx-xx, Jan. 2024.

I. Ahmad and S. Shin, “Deep Learning-based Image Quality Assessment Metric for Quantifying Perceptual Distortions in Transmitted Images", IEEE International Symposium on Communications and Information Technologies (ISCIT), Sydney, Australia, pp. 208-213, 16-18 October 2023. 

N. Islam and S. Shin, “Evaluation of Neural Demappers for Trainable Constellation in an End-to-End Communication System", IEEE International Conference on Ubiquitous and Future Networks (ICUFN), Paris, France, pp. 39-42, Jul. 2023. 

I. Ahmad and S. Shin, “Noise-cuts-Noise Approach for Mitigating the JPEG Distortions in Deep Learning”, IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC): 221–226, Feb. 2023. 

N. Islam, I. Ahmad and S. Shin, “Robustness of Deep Learning enabled IoT Applications Utilizing Higher Order QAM in OFDM Image Communication System”, IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC): 630–635, Feb. 2023. 

I. Islam Shovon and S. Shin, "The Performance of Graph Neural Network in Detecting Fake News from Social Media Feeds," 2023 International Conference on Information Networking (ICOIN): 560-564, Feb. 2023

I. Ahmad and S. Shin, “Perceptual Encryption-based Privacy-Preserving Deep Learning for Medical Image Analysis”, IEEE International Conference on Information Networking (ICOIN): 224–229, Jan. 2023. [BEST PAPER AWARD] 

I. Ahmad, N. Islam and S. Shin, ”PerformanceAnalysis of Cloud-based Deep Learning Models on Images Recovered without Channel Correction in OFDM System”, IEEE Asia Pacific Conference on Communication (APCC): 255-259, Oct. 2022. 

I. Ahmad and S. Shin, “Perceptual Encryption-based Privacy-Preserving Deep Learning in Internet of Things Applications”, IEEE International Conference on Information and Communication Technology Convergence (ICTC): 1817–1822, Oct. 2022. 

I. Ahmad and S. Shin, “Quantitative Assessment of the Impact of Lossy JPEG Compression on Deep Learning Models”, KINGPC International Conference on Next Generation Computing (ICNGC): 249-252, Oct. 2022. 

I. Ahmad, E. Kim, S. Hwang and S. Shin, “Privacy-Preserving Surveillance for Smart Cities”, IEEE International Conference on Ubiquitous and Future Networks (ICUFN): 301-306, Jul. 2022.) 

I. Ahmad, S. Hwang and S. Shin, “Determining Jigsaw Puzzle State from an Image based on Deep Learning”, IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC): 030–032, Feb. 2022. 

I. Ahmad and S. Shin, “Encryption-then-Compression System for Cloud-based Medical Image Services”, IEEE International Conference on Information Networking (ICOIN): 30–33, Jan. 2022. [BEST PAPER AWARD] 

I. Ahmad and S. Shin, “Fine-Tuning Pre-Trained Deep Learning Models for Multiclass Grayscale Images Classification”, KINGPC International Conference on Next Generation Computing (ICNGC): 244-246, Nov. 2021. 

I. Ahmad and S. Shin,” An Approach to Run Pre-Trained Deep Learning Models on Grayscale Images”, IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC): 177–180, Apr. 2021.

I. Ahmad and S. Shin, “Region-based Selective Compression and Selective Encryption of Medical Images”, ACM International Conference on Smart Media and Applications (SMA): 34–38, Sep. 2020. [BEST PAPER AWARD] 

I. Ahmad, B. Lee and S. Shin, “Analysis of Chinese Remainder Theorem for Data Compression”, IEEE International Conference on Information Networking (ICOIN): 634–636, Jan. 2020. 

Devarani Devi Ningombam, Chung Ghiu Lee, and Seokjoo Shin, “Interference mitigation for multicast D2D communications underlay cellular networks,” ICAIIC2019, pp. 459-462, Okinawa, Japan, Feb. 11-13, 2019

- Ijaz Ahmad and Seokjoo Shin, “Just-noticeable-difference based edge map quality measure,” KINGPC International Conference on Next Generation Computing (ICNGC), Vung Tau City, Vietnam, Dec. 20-23, 2018 [Best Poster Award]

- Lilian C. Mutalemwa and Seokjoo Shin, “Realizing source location privacy in wireless sensor networks through agent node routing,” ICTC2018, pp. 1283-1285, Jeju, Oct. 17-19, 2018

- Devarani Devi Ningombam, Suk-seung Hwang, and Seokjoo Shin, “A novel resource sharing mechanism for device-to-device communications underlaying LTE-A uplink cellular networks,” ICUFN2018, pp. 829-833, Praha, Czech, Jul.3-6, 2018

- Madiha Razzaq, Devarani Devi Ningombam and Seokjoo Shin, “Energy efficient K-means clustering-based routing protocol for WSN using optimal packet size,” ICOIN2018, pp. 632-635, Chiang May, Thailand, Jan.9-11, 2018

- Devarani Devi Ningombam and Seokjoo Shin, “Outage probability analysis of device-to-device communications with frequency reuse-2 in fractional frequency reuse method,” ICOIN2018, pp. 341-345, Chiang May, Thailand, Jan.9-11, 2018

I. Ahmad, I. Moon and S. Shin, “Color-to-grayscale algorithms effect on edge detection—A comparative study”, IEEE International Conference on Electronics, Information, and Communication (ICEIC): 1-4, Jan. 2018.

- Ijaz Ahmad, Yusun Chang, Seokjoo Shin, “N-puzzle: a general application of 3n+1 problem,” 3rd ICNGC2017b, pp. 97-100, Kaoshung, Taiwan, Dec. 20-23, 2017. [Best Paper Award]

- Devarani Devi Ningombam, Jae-Young Pyun, Suk-Seung Hwang, and Seokjoo Shin, “Fractional frequency reuse scheme for interference mitigation in device-to-device communication underlying LTE-A networks,” Fifty-First Asilomar Conference on Signals, Systems, and Computers, Asilomar, USA, October 29–November 1, 2017

- Devarani Devi Ningombam and Seokjoo Shin, “Radio resource allocation and power control scheme to mitigate interference in device-to-device communications underlaying LTE-A uplink cellular networks,” ICTC2017, pp. 962-964, Jeju, Korea, Oct., 2017

- Amod Pudasaini, Devarani Devi Ningombam, Suk-seung Hwang, and Seokjoo Shin, ‘Directional random routing for enhancing source-location privacy in wireless sensor networks,” ICUFN2017, pp. 344-348, Milano, Italy, Jul. 07-10, 2017

- Samrachana Nepali, Suk-seung Hwang, Seokjoo Shin, “A new latency MAC protocol for smart gird,” ICNGC2017, pp.55-61, HoChiMinh Vietnam, Jan 5-7, 2017 [Best Paper Award]

- Sabita Nepal, Amod Pudasaini, Jae-young Pyun, Suk-seung Hwang, Chung Ghiu Lee, and Seokjoo Shin, “A New MAC Protocol for Emergency Handling in Wireless Body Area Networks,” ICUFN2017, Vienna Austria, July 5-8, 7B-3, 2016

- Nguyen Thanh Duc and Seokjoo Shin, “A proposal antenna polarization diversity for LTE 2x2 MIMO in indoor testbed,” ICUFN2015, pp.35-36, July 2015

- Sabita Nepal, Saurav Dahal, and Seokjoo Shin, “Deanonymizing schemes of hidden servies in Tor network: A Survey,” ICOIN2015, pp. 468-473, Siam Leap, Cambodia, Jan. 11-13, 2015.

- Saurav Dahal, Junghee Lee, Jungmin Kang, and Seokjoo Shin, “Analysis on end-to-end node selection probability in Tor network,” ICOIN2015, pp. 46-50, Siam Leap, Cambodia, Jan. 11-13, 2015.

- Sajina Pradhan, Jae-young Pyun, Goo-Rak Kwon, Seokjoo Shin, and Suk-seung Hwang, “Enhanced location detection algorithms based on time of arrival trilateation,” Asilomar Conference on Signals,Systems and Computers,pp.1-6,Asilomar,USA, Nov.2-5,2014.

- Rico Hartono Jahja, Saurav Dahal, Suk-seung Hwang, Goo-Rak Kwon, Jae-young Pyun, and Seokjoo Shin, “Improving IEEE 1588v2 time synchronization performance with Phase Locked Loop,” Asilomar Conference on Signals,Systems and Computers,pp.1-6,Asilomar,USA,Nov.2-5,2014.

- Suk-seung Hwang, Goo-Rak Kwon, Jae-young Pyun, and Seokjoo Shin, “AOA selection algorithm for multiple GPS signals,” Asilomar Conference on Signals,Systems and Computers, Asilomar,USA Oct. 2013.

- Sunil Dhakal and Seokjoo Shin, “A sequential reading strategy to improve the performance of RFID anti-collision algorithm in dense tag environments,” ICUFN 2013, pp. 531-536, July 2013

- Sungjin Park, Yusun Chang, Seokjoo Shin, and John A. Copeland, “Characterizing hidden nodes with experimental evaluation in noisy MANETs,” IEEE ICC2013, pp. 1763-1768, May 2013.

- S. Hwang, C. park, S. Kim, G-R. Kwon, J-Y. Pyun, and S. Shin, “TPMS switching beamformer based on duplex wireless communications for interference suppression,” IEEE ICVES 2012, pp. 228-233, July 2012.

- S. Pudasaini and S. Shin, “QoS differentiation in CSMA/iCA based medium access control protocol for WLAN,” ICUFN 2012, pp. 340-345, July 2012.

- A. Thapa and S. Shin, “Femtocell deployed self-organizing network for U-Health: Opportunities and challenges,” ICACT 2012, pp. 568-572, Feb. 2012.

- T. Giang, S. Pudasaini, and S. Shin, “Adaptive best-M feedback scheduling in multiuser OFDMA systems,” ACM RACS, pp. 113-117, 2011.

- J. Choi, E. Cho, C. Park, Z. Ghassemlooy, M. Kang, C. Lee, and S. Shin, “NRZ-OOK signaling with LED dimming for visible light communication link,” NOC OC&I 2011, pp. 32-35, 2011.

- M. Kang, C. Lee, S. Shin, J. Moh, “A scalable MAC for vehicular Ad Hoc networks,” NOC OC&I 2011, pp. 204-207, 2011.

- R. Tamraka, S. Pudasaini, M. Kang, C. Lee, and S. Shin, “Intraclass fairness enhancement in EDCA via adaptive randomization of AIFS,” NOC OC&I 2011, 2011.

- S. Pudasaini and S. Shin, “Cross-layer analysis of CSMA/iCA-based wireless local area network,” ICUFN, pp. 246-251, 2011. (Excellent Paper Award)

- D. Lee, A. Chaterjee, S. Shin, and J. Copeland, “Error Tolerance in Wireless OFDM data transmission using signal quality driven symbol re-mapping,” IEEE CCNC, pp. 1174-1176, 2011.

- J. Cho, S. Shin, and J. Copeland, “Fast Broadcast at the Intersection in VANET,” IEEE CCNC, pp. 960-964, 2011.

- S. Pudasaini, A. Thapa, M. Kang, and S. Shin, “An intelligent contention window control scheme for distributed medium access,” CCNC2010, 2010.