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Reliable Transmission of Multimedia Data Over Wireless Sensor Networks

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Proceedings of Third International Conference on Advances in Computer Engineering and Communication Systems

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 612))

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Abstract

Wireless multimedia sensor networks (WMSNs) are developed as a new class of wireless sensor networks to satisfy the strict quality of service (QoS) necessities of emerging applications. Nowadays, there occurs a large requirement to broadcast the video over the network. Therefore, it is necessary to design a routing protocol along with bandwidth estimation and compression approaches. In this paper, the congestion aware tunicate swarm algorithm (CATSA) is proposed for an effective routing over the WMSN. The passive available bandwidth estimation (PABE) and hybrid compression approach (HCA) are used to improve the QoS. The PABE is used to estimate the bandwidth of the routing path followed by the HCA which is used to compress the data for minimizing the resources. In that, HCA includes a lossless lifting wavelet transform (LWT) and lossy deep learning-based compression (DLC), whereas these approaches are applied according to the estimated bandwidth. The performance of the CATSA-PABE-HCA method is analyzed by means of packet drop, end-to-end delay (EED), and peak signal noise ratio (PSNR). The existing researches HRDSS and HSSFF are used to analyze the CATSA-PABE-HCA. The PSNR of the CATSA-PABE-HCA for 150 Kbps of bit rate is 2400 which is high than the HRDSS and HSSFF.

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Authors and Affiliations

  1. Osmania University, Hyderabad, India

    Ch. Janakamma

  2. Vasavi College of Engineering, Hyderabad, India

    Nagaratna P. Hegde

Authors
  1. Ch. Janakamma
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  2. Nagaratna P. Hegde
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Corresponding author

Correspondence to Ch. Janakamma .

Editor information

Editors and Affiliations

  1. Department of Computer Science and Engineering, VNR VJIET, Hyderabad, India

    A. Brahmananda Reddy

  2. Department of Computer Science and Engineering and Computer Science and Business Systems, VNR VJIET, Hyderabad, India

    S. Nagini

  3. Department of Automatics and Applied Software, “Aurel Vlaicu” University of Arad, Arad, Romania

    Valentina E. Balas

  4. Department of Computer Science and Engineering, CMR Technical Campus, Hyderabad, India

    K. Srujan Raju

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Janakamma, C., Hegde, N.P. (2023). Reliable Transmission of Multimedia Data Over Wireless Sensor Networks. In: Reddy, A.B., Nagini, S., Balas, V.E., Raju, K.S. (eds) Proceedings of Third International Conference on Advances in Computer Engineering and Communication Systems. Lecture Notes in Networks and Systems, vol 612. Springer, Singapore. https://doi.org/10.1007/978-981-19-9228-5_9

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