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Doubly adaptive DPCM

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2 Author(s)
Nasseri, Z. ; Dept. of Electr. Eng., Pittsburgh Univ., PA, USA ; Kanefsky, M.

An adaptive differential pulse code modulation (DPCM) algorithm is presented that determines, for each window, the best causal nonsymmetric half-plane region of support (ROS) in addition to the best prediction coefficients. First, a recursive algorithm is developed that determines the best (in the sense of minimizing the mean-square error) first-, second-, and third-order ROS from the covariance measurements. A procedure for determining the order of the ROS that maximizes the compression ratio, which is based on the window size as well as the covariance measurement, is then developed

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Information Theory, IEEE Transactions on  (Volume:36 ,  Issue: 2 )