Optimization of Weather Radar Network using PSO

被引:0
|
作者
Acharya, Subhas [1 ]
Roy, Uttam Kumar [1 ]
机构
[1] Jadavpur Univ, Dept Informat Technol, Salt Lake Campus Block LB,Plot 8,Sect 3, Kolkata 700098, India
关键词
PSO; Weather Radar; Network; Optimal Placements; Coverage;
D O I
10.1109/IACC.2017.15
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
To study weather phenomena over a landscape bounded by a regional boundary, a decision support system is needed for optimally placing the radars of a Weather Radar Network (WRN). Optimization is to be achieved in terms of higher area coverage by radar beam when obstructed through ground elevations in mountainous region and in low cost of radar installations. Traditional exhaustive search algorithm can't be useful here as it would computational infeasible to find out the optimum positions from a huge number of possible radar site locations. In this work applies Particle Swarm Optimization (PSO) to address the complex multi-dimensional optimization problem of WRN. The approach considers several factors in optimization such as radar beam blockage due to complex terrain, limitations of radar range from low level ground based coverage, radar locations confined to a regional boundary, cost of radar installations in terms of number of radars and radar's proximity to nearest road network. The PSO based approach has unique strength of addressing multiple dimensions of the optimization problem together and it provides a simple way for reaching an optimal solution in relatively short span of time.
引用
收藏
页码:37 / 42
页数:6
相关论文
共 50 条
  • [31] A frequency-sharing weather radar network system using pulse compression and sidelobe suppression
    Min, Hwang-Ki
    Song, Myung-Sun
    Song, Iickho
    Lim, Jae-Han
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2016,
  • [32] A hybrid approach based on PSO and GA for array optimization in MIMO radar
    Dong, J. (dongjian@csu.edu.cn), 1600, Central South University of Technology (44):
  • [33] A frequency-sharing weather radar network system using pulse compression and sidelobe suppression
    Hwang-Ki Min
    Myung-Sun Song
    Iickho Song
    Jae-Han Lim
    EURASIP Journal on Wireless Communications and Networking, 2016
  • [34] Airborne targets detection using weather radar
    Rzewuski, Stanislaw
    Kulpa, Krzysztof
    Gromek, Artur
    2015 Signal Processing Symposium (SPSympo), 2015,
  • [35] Assessing and mitigating the radar-radar interference in the German C-band weather radar network
    Frech, Michael
    Hald, Cornelius
    Schaper, Maximilian
    Lange, Bertram
    Rohrdantz, Benjamin
    ATMOSPHERIC MEASUREMENT TECHNIQUES, 2023, 16 (02) : 295 - 309
  • [36] Polarimetric Optimization for Clutter Suppression in Spectral Polarimetric Weather Radar
    Yin, Jiapeng
    Unal, Christine
    Russchenberg, Herman
    2016 13TH EUROPEAN RADAR CONFERENCE (EURAD), 2016, : 205 - 208
  • [37] Wind farm detection using weather radar
    Rzewuski, Stanislaw
    Kulpa, Krzysztof
    Baczyk, Marcin Kamil
    Kulpa, Janusz S.
    Gromek, Artur
    2015 12TH EUROPEAN RADAR CONFERENCE (EURAD), 2015, : 189 - 192
  • [38] Evaluation of Doppler weather radar MEGHA-2700 observations using Gematronik Doppler weather radar and TRMM Precipitation Radar
    Subrahmanyam, K. Venkata
    Kumar, Karanam Kishore
    Kumar, N. V. P. Kiran
    Viswanathan, G.
    METEOROLOGICAL APPLICATIONS, 2016, 23 (03) : 470 - 476
  • [39] ANN-PSO Optimization of PV Systems Under Different Weather Conditions
    Farayola, Adedayo M.
    Sun, Yanxia
    Ali, Ahmed
    2018 7TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2018, : 1363 - 1368
  • [40] Research into Network Optimization based on PSO Algorithm in RFID Network Layout
    Jin, Jiangang
    INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2016, 9 (06): : 321 - 326