BS-5-30 Activity recognition from Radio Frequency data : two-stage recognition(BS-5. Network and Service Design, Control and Management)
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概要
- 論文の詳細を見る
We introduce a novel activity recognition method based on the RF-signal originated from ambient FM radio source. For the purpose of classifying activities, we utilise a two stage approach which can initially distinguish between coarse-grained activities, then make further fine-grained recognition. The experimental results demonstrate the recognition accuracy with the k-Nearest-Neighbor algorithm for verifying the feasibility of FM-signal sensing.
- 2012-08-28
著者
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Ji Yusheng
National Center For Science Information Systems
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Sigg Stephan
National Institute of Informatics
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Shi Shuyu
National Institute of Informatics
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