Low power hardware-based image compression solution for wireless camera sensor networks

被引:39
作者
Kaddachi, Med Lassaad [1 ]
Soudani, Adel [1 ]
Lecuire, Vincent [2 ]
Torki, Kholdoun [3 ]
Makkaoui, Leila [2 ]
Moureaux, Jean-Marie [2 ]
机构
[1] Fac Sci Monastir 5019, Lab Elect & Microelect LAB IT06, Monastir, Fsm, Tunisia
[2] Nancy Univ, Ctr Rech Automat Nancy, CNRS, F-54506 Vandoeuvre Les Nancy, France
[3] Circuits Multiproject, F-38031 Grenoble, France
关键词
Image compression; Wireless sensor networks; System-on-chip; Low power hardware; VLSI; MULTIPLIERLESS; IMPLEMENTATION; DCT;
D O I
10.1016/j.csi.2011.04.001
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present and evaluate a hardware solution for user-driven and packet loss tolerant image compression, especially designed to enable low power image compression and communication over wireless camera sensor networks (WCSNs). The proposed System-on-Chip is intended to be designed as a hardware coprocessor embedded in the camera sensor node. The goal is to relieve the node microcontroller of the image compression tasks and to achieve high-speed and low power image processing. The interest of our solution is twofold. First, compression settings can be changed at runtime (upon reception of a request message sent by an end user or according to the internal state of the camera sensor node). Second, the image compression chain includes a (block of) pixel interleaving scheme which significantly improves the robustness against packet loss in image communication. We discuss in depth the internal hardware architecture of the encoder chip which is planned to reach high performance running in FPGAs and in ASIC circuits. Synthesis results and relevant performance comparisons with related works are presented. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:14 / 23
页数:10
相关论文
共 39 条
  • [1] Multiplierless and fully pipelined JPEG compression soft IP targeting FPGAs
    Agostini, Luciano Volcan
    Silva, Ivan Saraiva
    Barnpi, Sergio
    [J]. MICROPROCESSORS AND MICROSYSTEMS, 2007, 31 (08) : 487 - 497
  • [2] Agostini LV, 2005, DSD 2005: 8th Euromicro Conference on Digital System Design, Proceedings, P210
  • [3] A survey on wireless multimedia sensor networks
    Akyildiz, Ian F.
    Melodia, Tommaso
    Chowdhury, Kaushik R.
    [J]. COMPUTER NETWORKS, 2007, 51 (04) : 921 - 960
  • [4] A survey on sensor networks
    Akyildiz, IF
    Su, WL
    Sankarasubramaniam, Y
    Cayirci, E
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2002, 40 (08) : 102 - 114
  • [5] FPGA vs. ASIC for low power applications
    Amara, Amara
    Amiel, Frederic
    Ea, Thomas
    [J]. MICROELECTRONICS JOURNAL, 2006, 37 (08) : 669 - 677
  • [6] [Anonymous], 2005, PROC ACM SENSYS
  • [7] [Anonymous], IEEE INT C VIRT ENV
  • [8] [Anonymous], ELEKTRIKA J ELECT EN
  • [9] Benini L., 2002, P C DES AUT TEST EUR
  • [10] CHALLENGING ISSUES IN VISUAL SENSOR NETWORKS
    Charfi, Youssef
    Wakamiya, Naoki
    Murata, Masayuki
    [J]. IEEE WIRELESS COMMUNICATIONS, 2009, 16 (02) : 44 - 49