Metaheuristic algorithms have been used many times to localize wireless node for different objectives and situations. One of the oldest metaheuristic algorithms is Particle Swarm Optimization (PSO). This algorithm was inspired by the flocking behavior of birds, with the purpose of solving optimization problems. The regular PSO updates its particles¡¯ velocity based on their personal best locations and global best location. In this paper, the exploitation of the particle with the worst location is also integrated into velocity updating process to improve the convergence of the whole population. This proposed algorithm is then used for mobile nodes localization using wireless radio properties. The simulation results show that the proposed algorithm can outperform the regular PSO in mobile node localization.
Will be submitted to KICS Summer Conference 2019, Jeju, South Korea.
|Attachment 1:||Mobile Node Localization Using PSO with Exploitation of the Worst Particle.pdf(541.2KB)|
|Presentation schedule_updated on 26 June.||°ü¸®ÀÚ||2018-04-18||21654|
|Topic of presentation in 2018 Spring semester_upd..||°ü¸®ÀÚ||2018-04-18||12576|
|128||Practical real-time intrusion detection using machine ..||QALAB||2020-06-29||3|
|127||Blockchain-Based Traffic Event Validation and Trust Ve..||Md Masud||2020-06-22||48|
|126||IoT-Guard: Event-Driven Fog-Based Video Surveillance S..||Fabliha Bushra Islam||2020-06-19||27|
|125||A Software-Based Monitoring Framework for Time-Space P..||Aj||2020-06-19||26|
|124||Towards Cloud-Assisted Industrial IoT Platform for Lar..||CALIWAG EJ||2020-06-19||84|
|123||Real-time Fault Diagnosis and failure prognosis in a T..||ADIB||2020-06-19||70|
|122||Mobile Emergency Generator Pre-Positioningand Real-Ti..||Danielle||2020-06-19||34|
|121||Development of a Hardware-in-the-Loop Simulation Syste..||Henar||2020-06-19||48|
|120||Multi-layered network for real-time transmission model..||Firda||2020-06-19||40|
|119||Real-Time Sensor Anomaly Detection and Identification ..||Rani||2020-06-19||35|