Energy/Latency/Image Quality Tradeoffs in Enabling Mobile Multimedia Communication
Future wireless applications, such as cellular video telephony, wireless LANs and PANs, home networks, and sensor networks, point towards a growing demand for multimedia content in wireless communication. However, mobile multimedia communication has several bottlenecks including bandwidth requirements, low-power constraints, and channel noise. In this paper, we propose a method to overcome the energy and bandwidth bottlenecks by adapting to the varying conditions and requirements of mobile multimedia communication. We focus on source coding, which can have significant impact on both the computation and communication energy consumption of the multimedia radio, as well as the Quality of Multimedia Data transmitted and the Quality of Service (latency of transmission) achieved. In particular, we study the effect of varying some parameters of the JPEG image compression algorithm (a type of source coding) on energy, latency, and image quality. We present a methodology to enable selection of the appropriate image compression parameters to implement the energy/latency/image quality tradeoff in mobile multimedia radios.
KeywordsDiscrete Cosine Transform Quantization Level Image Compression Multimedia Communication Multimedia Radio
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