Based on the above transformations, the aforementioned CHMM problems for model estimation and classification become the same as a single-channel HMM. To this purpose, we employ the generalized forward-backward algorithm for solving the classification problem [31]. For model estimation, we use the ex...
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To overcome the problems related to measuring walking activity noted above, we used methods to quantify objectively measured walking bouts as they occurred in space and time. The overall goal of this study was to quantify walking bouts that occurred within buffers of differing size (1, 2, and ...
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In the past, one of us [36] measured the SRT at rest in 10 young adults without musculoskeletal problems following a short burst of 100 Hz electrical stimulation (ES) of 50 m at a two-time threshold of sensory detection. The ES was made on the skin in the forefoot in level five (...