Resource optimization in distributed biometric recognition using wireless sensor network

被引：6
|
作者：
Muraleedharan, Rajani [1 ]
Osadciw, Lisa Ann [1 ]
Yan, Yanjun [1 ]
机构：
[1] Syracuse Univ, Dept Elect Engn & Comp Sci, Syracuse, NY 13244 USA
来源：
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING | 2009年 / 20卷 / 02期
关键词：
Ant colony optimization; Biometrics; Face recognition; Swarm intelligence; Wireless sensor network; TRANSFORM;
D O I：
10.1007/s11045-008-0073-0
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Distributed, autonomous and energy efficient protocols are best suited for wireless sensor networks, where network needs and events are dynamic. In this paper, a wireless face recognition system with limited resources such as energy, memory and bandwidth is analyzed. The performance of the applications is influenced by the protocol adaptability and quality of information. Performance comparisons are completed using 1. In-network image compression using Contourlet and Wavelet transforms versus raw image data transmission, 2. longevity of sensors versus network throughput. Balancing resource constraints, maintaining network lifetime and throughput is a non-deterministic polynomial computation time problem. Thus a meta-heuristic combinatorial algorithm, based on swarm intelligence, forms the cognitive routing protocol. The network efficiency considers energy consumption, response time, probability of correct acceptance, processing and computation time for wireless image transmission.
引用
收藏
页码：165 / 182
页数：18
相关论文
共 50 条
  • [21] Distributed resource management in wireless sensor networks using reinforcement learning
    Shah, Kunal
    Di Francesco, Mario
    Kumar, Mohan
    WIRELESS NETWORKS, 2013, 19 (05) : 705 - 724
  • [22] Distributed detection for landslide prediction using wireless sensor network
    Mehta, Prakshep
    Chander, Deepthi
    Shahim, Mohamed
    TeJaswi, Kalyana
    Merchant, N.
    Desai, U. B.
    2007 FIRST INTERNATIONAL GLOBAL INFORMATION INFRASTRUCTURE SYMPOSIUM, 2007, : 195 - 198
  • [23] Distributed Localization of Wireless Sensor Network Using Communication Wheel
    Bose, Kaustav
    Kundu, Manash Kumar
    Adhikary, Ranendu
    Sau, Buddhadeb
    ALGORITHMS FOR SENSOR SYSTEMS, ALGOSENSORS 2020, 2020, 12503 : 17 - 31
  • [24] Distributed localization of wireless sensor network using communication wheel
    Bose, Kaustav
    Kundu, Manash Kumar
    Adhikary, Ranendu
    Sau, Buddhadeb
    INFORMATION AND COMPUTATION, 2022, 289
  • [25] Distributed Detection in a Wireless Sensor Network Using Hybrid MAC
    Liu, Ju-Chieh
    Chou, Po-Heng
    Chung, Char-Dir
    2013 IEEE 77TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2013,
  • [26] Distributed Estimation in a Wireless Sensor Network Using Hybrid MAC
    Liu, Ju-Chieh
    Chung, Char-Dir
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2011, 60 (07) : 3424 - 3435
  • [27] OPTIMIZATION OF WIRELESS SENSOR NETWORK
    Padmaja, P.
    Marutheswar, G. V.
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, AND OPTIMIZATION TECHNIQUES (ICEEOT), 2016, : 161 - 165
  • [28] Resource allocation for a distributed sensor network
    Martin, MC
    Trifonov, I
    Bonabeau, E
    Gaudiano, P
    2005 IEEE Swarm Intelligence Symposium, 2005, : 428 - 431
  • [29] Energy Estimation of Sensor Nodes using Optimization in Wireless Sensor Network
    Arya, Rajeev
    Sharma, S. C.
    2015 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND CONTROL (IC4), 2015,
  • [30] Analysis techniques and models for resource optimization in wireless sensor/actuator network environment
    Pileggi, Salvatore F.
    Palau, Carlos E.
    Esteve, Manuel
    WIRELESS SENSOR AND ACTOR NETWORKS, 2007, : 23 - +
12345