Robust image transmission over powerline channel with impulse noise

被引:9
|
作者
Himeur, Yassine [1 ,2 ]
Boukabou, Abdelkrim [1 ]
机构
[1] Jijel Univ, Dept Elect, BP 98, Jijel 18000, Algeria
[2] Ctr Dev Adv Technol CDTA, Telecom Div, Algiers 16303, Algeria
关键词
Powerline communication (PLC); OFDM; Impulse noise; Image compression; Turbo codes; Adaptive noise clipping; Neighboring coefficients; LINE COMMUNICATION-SYSTEMS; BIVARIATE SHRINKAGE; BAND; PERFORMANCE; ALGORITHMS; REMOVAL; MODELS;
D O I
10.1007/s11042-015-3216-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the robust image transmission over powerline communication (PLC) channel in the presence of impulse noise. Under this framework, an adaptive noise clipping-based hybrid progressive median filter (ANC-HPMF), which is a combination of hybrid progressive median filter, noise clipping technique, image compression algorithm and coded OFDM modulation is designed to ensure image transmission over the PLC channel. For this purpose, image compression and turbo codes algorithms are inserted before image transmission in order to reduce the size of the transmitted data, and, therefore, save a significant amount of the PLC channel for forward error correction. The adaptive noise clipping method using neighboring coefficients is designed at the receiver side as a first stage. It is based on an improved estimation of noise threshold from the standard deviation of the noise and the peak value of the received noisy image. To enhance the performance of the proposed system, a new form of median filter is applied to the received image as a second stage of impulse noise reduction. By combining the noise clipping and the new median filtering, the proposed technique showed high robustness for the reduction of impulse noise even under high impulse level conditions while maintaining good visual quality of the images by preserving the edges. The performances of the proposed technique were compared with other well-known methods dedicated for impulse noise reduction, and showed much superior performance against the impulse noise generated over the PLC channel.
引用
收藏
页码:2813 / 2835
页数:23
相关论文
共 50 条
  • [1] Robust image transmission over powerline channel with impulse noise
    Yassine Himeur
    Abdelkrim Boukabou
    Multimedia Tools and Applications, 2017, 76 : 2813 - 2835
  • [2] UWB pulse transmission over powerline channel
    Mekuria, Getahun
    Hirsch, Holger
    2007 IEEE INTERNATIONAL SYMPOSIUM ON POWER LINE COMMUNICATIONS AND ITS APPLICATIONS, 2007, : 307 - +
  • [3] Robust scalable image transmission over wireless fading channel
    Wang, GJ
    Lin, XG
    ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS, 2001, 2195 : 693 - 699
  • [4] Joint source and channel matching with channel estimation for robust image transmission over wireless channel
    Wang, XW
    Song, J
    Liu, KJR
    IEEE 54TH VEHICULAR TECHNOLOGY CONFERENCE, VTC FALL 2001, VOLS 1-4, PROCEEDINGS, 2001, : 428 - 432
  • [5] A robust joint source channel coding scheme for image transmission over the ionospheric channel
    Chatellier, C.
    Boeglen, H.
    Perrine, C.
    Olivier, C.
    Haeberle, O.
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2007, 22 (06) : 543 - 556
  • [6] Impulse Noise Mitigation Using Subcarrier Coding of OFDM-MFSK Scheme in Powerline Channel
    Kolade, Oluwafemi
    Cheng, Ling
    2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CONTROL, AND COMPUTING TECHNOLOGIES FOR SMART GRIDS (SMARTGRIDCOMM), 2019,
  • [7] Estimation of BER performance over an impulse noise channel
    Chew, YH
    Tjhung, TT
    He, T
    Ko, CC
    ELECTRONICS LETTERS, 1999, 35 (04) : 273 - 274
  • [8] Robust Impulse Noise Variance Estimation Based on Image Histogram
    Wan, Yi
    Chen, Qiqiang
    Yang, Yan
    IEEE SIGNAL PROCESSING LETTERS, 2010, 17 (05) : 485 - 488
  • [9] A Low Complexity Concealment Scheme for Robust Image Transmission over Wireless Fading Channel
    Miao, Yanan
    Tao, Xiaoming
    Lu, Jianhua
    2012 IEEE INTERNATIONAL CONFERENCE ON WIRELESS INFORMATION TECHNOLOGY AND SYSTEMS (ICWITS), 2012,
  • [10] A Novel Robust Image Transmission Scheme over Lossy Channel Using Data Hiding
    Akbari, Ali
    Danyali, Habibollah
    Trocan, Maria
    Granado, Bertrand
    2015 23RD TELECOMMUNICATIONS FORUM TELFOR (TELFOR), 2015, : 736 - 739