Efficient Histogram PMHT Via Single Target Chip Processing

被引：9
|
作者：
Davey, Samuel J. [1 ,2 ]
机构：
[1] Def Sci & Technol Org, Natl Secur Intelligence Surveillance & Reconnaiss, Edinburgh, SA 5111, Australia
[2] Univ Adelaide, Sch Elect & Elect Engn, Adeleide, Australia
来源：
IEEE SIGNAL PROCESSING LETTERS | 2015年 / 22卷 / 05期
关键词：
Please add index terms;
D O I：
10.1109/LSP.2014.2364300
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
The Histogram Probabilistic Multi-Hypothesis Tracker is a multi-target track before detect method with low computational complexity. However, for high resolution sensors with millions of pixels, a naive implementation can be too slow. Single target chip processing is proposed as an approximate implementation scheme that dramatically reduces computation cost without significant performance degradation. Simulated examples are used to quantify the improvements achieved.
引用
收藏
页码：569 / 572
页数：4
相关论文
共 50 条
  • [41] Analogue Baseband Processing for Single Chip Radar Proximity Sensor
    van Wanum, Maurice
    Polushkin, M.
    van Dijk, R.
    EURAD 2020 THE 17TH EUROPEAN RADAR CONFERENCE, 2021,
  • [42] Analogue Baseband Processing for Single Chip Radar Proximity Sensor
    van Wanum, Maurice
    Polushkin, M.
    van Dijk, R.
    EURAD 2020 THE 17TH EUROPEAN RADAR CONFERENCE, 2021,
  • [43] PROCESSING ANALOG-SIGNALS DIGITALLY ON A SINGLE PROGRAMMABLE CHIP
    MCGOWAN, MJ
    CONTROL ENGINEERING, 1979, 26 (10) : 68 - 70
  • [44] Analogue Baseband Processing for Single Chip Radar Proximity Sensor
    van Wanum, Maurice
    Polushkin, M.
    van Dijk, R.
    2020 50TH EUROPEAN MICROWAVE CONFERENCE (EUMC), 2020,
  • [45] FPGA based efficient on-chip memory for image processing algorithms
    Deepa, P.
    Vasanthanayaki, C.
    MICROELECTRONICS JOURNAL, 2012, 43 (11) : 916 - 928
  • [46] Energy Efficient Near-threshold Chip Multi-processing
    Zhai, Bo
    Dreslinski, Ronald G.
    Blaauw, David
    Mudge, Trevor
    Sylvester, Dennis
    ISLPED'07: PROCEEDINGS OF THE 2007 INTERNATIONAL SYMPOSIUM ON LOW POWER ELECTRONICS AND DESIGN, 2007, : 32 - 37
  • [47] Efficient processing of stochastic signals with single properties
    Parfenov, VI
    IZVESTIYA VYSSHIKH UCHEBNYKH ZAVEDENII RADIOELEKTRONIKA, 2003, 46 (11-12): : 9 - 17
  • [48] An energy-efficient single-chip FFT processor
    Baas, BM
    1996 SYMPOSIUM ON VLSI CIRCUITS - DIGEST OF TECHNICAL PAPERS, 1996, : 164 - 165
  • [49] Single-chip Computer Offers Efficient Interfaces.
    Streicher, Christian
    Elektronik Munchen, 1982, 31 (22): : 143 - 148
  • [50] Single-chip modulators target VHF/UHF TV applications
    Allan, R
    ELECTRONIC DESIGN, 2000, 48 (23) : 52 - 52
12345