TY - GEN
T1 - Multi-Objective Optimization for Coverage and Connectivity in Wireless Sensor Networks
AU - Priyadarshi, Rahul
AU - Vikram, Raj
AU - Huang, Ze Kun
AU - Yang, Tiansheng
AU - Rathore, Rajkumar Singh
N1 - Publisher Copyright:
©2024 IEEE.
PY - 2024/8/6
Y1 - 2024/8/6
N2 - As wireless sensor networks (WSNs) make real-time data collecting and analysis possible, they are essential to many applications. WSNs must strike a balance between connection and coverage goals in order to operate at peak efficiency. In this work, we provide a multi-objective optimization strategy specifically designed for WSN deployment: MOO-BWSND. We show via extensive testing that, as compared to single-objective optimization techniques, MOO-BWSND is successful in enhancing coverage, connection, throughput, latency, and reliability all at once. Our research emphasizes how crucial it is to take connection and coverage into account when designing WSNs in order to improve network performance in a variety of deployment scenarios.
AB - As wireless sensor networks (WSNs) make real-time data collecting and analysis possible, they are essential to many applications. WSNs must strike a balance between connection and coverage goals in order to operate at peak efficiency. In this work, we provide a multi-objective optimization strategy specifically designed for WSN deployment: MOO-BWSND. We show via extensive testing that, as compared to single-objective optimization techniques, MOO-BWSND is successful in enhancing coverage, connection, throughput, latency, and reliability all at once. Our research emphasizes how crucial it is to take connection and coverage into account when designing WSNs in order to improve network performance in a variety of deployment scenarios.
KW - Connectivity
KW - Coverage
KW - Latency
KW - Multi-Objective Optimization
KW - Reliability
KW - Throughput
KW - Wireless Sensor Networks
UR - http://www.scopus.com/inward/record.url?scp=85202436239&partnerID=8YFLogxK
U2 - 10.1109/MOCAST61810.2024.10615606
DO - 10.1109/MOCAST61810.2024.10615606
M3 - Conference contribution
AN - SCOPUS:85202436239
T3 - 2024 13th International Conference on Modern Circuits and Systems Technologies, MOCAST 2024 - Proceedings
BT - 2024 13th International Conference on Modern Circuits and Systems Technologies, MOCAST 2024 - Proceedings
PB - Institute of Electrical and Electronics Engineers (IEEE)
T2 - 13th International Conference on Modern Circuits and Systems Technologies, MOCAST 2024
Y2 - 26 June 2024 through 28 June 2024
ER -