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Distributed Coding/Decoding Complexity in Video Sensor Networks
Instituto Politécnico de Leiria/ESTG, Campus 2, Morro do Lena, Alto Vieiro, 2411-901 Leiria, Portugal
Instituto de Telecomunicações, Delegação de Leiria, Campus 2, Morro do Lena, Alto Vieiro, 2411-901 Leiria, Portugal
* Author to whom correspondence should be addressed.
Received: 31 December 2011; in revised form: 22 February 2012 / Accepted: 22 February 2012 / Published: 29 February 2012
Abstract: Video Sensor Networks (VSNs) are recent communication infrastructures used to capture and transmit dense visual information from an application context. In such large scale environments which include video coding, transmission and display/storage, there are several open problems to overcome in practical implementations. This paper addresses the most relevant challenges posed by VSNs, namely stringent bandwidth usage and processing time/power constraints. In particular, the paper proposes a novel VSN architecture where large sets of visual sensors with embedded processors are used for compression and transmission of coded streams to gateways, which in turn transrate the incoming streams and adapt them to the variable complexity requirements of both the sensor encoders and end-user decoder terminals. Such gateways provide real-time transcoding functionalities for bandwidth adaptation and coding/decoding complexity distribution by transferring the most complex video encoding/decoding tasks to the transcoding gateway at the expense of a limited increase in bit rate. Then, a method to reduce the decoding complexity, suitable for system-on-chip implementation, is proposed to operate at the transcoding gateway whenever decoders with constrained resources are targeted. The results show that the proposed method achieves good performance and its inclusion into the VSN infrastructure provides an additional level of complexity control functionality.
Keywords: video sensors; real-time transcoding; complexity control
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MDPI and ACS Style
Cordeiro, P.J.; Assunção, P. Distributed Coding/Decoding Complexity in Video Sensor Networks. Sensors 2012, 12, 2693-2709.
Cordeiro PJ, Assunção P. Distributed Coding/Decoding Complexity in Video Sensor Networks. Sensors. 2012; 12(3):2693-2709.
Cordeiro, Paulo J.; Assunção, Pedro. 2012. "Distributed Coding/Decoding Complexity in Video Sensor Networks." Sensors 12, no. 3: 2693-2709.