A Rice coding data compression module includes a memory interface operable to receive sensor data from memory, a data normalization module operable to normalize received sensor data, an encoder operable to apply a Rice compression algorithm to the normalized data to produce compressed sensor data, a data management module operable to apply packet formatting to the compressed sensor data to produce formatted compressed sensor data packets; and a memory interface operable to store the formatted compressed sensor data packets to memory.