By G. Russell, I.L. Sayers
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Its backend runs on 7DS. It receives all queries from the frontend through 7DS’s proxy server, and supports the typical 7DS functionality by adding or deleting photos, querying photos from 7DS neighbors or handing out photos from the local cache. 7DS can also cache Google Maps files, enabling the application to work without an Internet connection. CLS and/or gps—running as underlying location-sensing mechanisms— periodically record the coordinates of the current position of the device with a timestamp in a positioning trace.
3 Performance of CLS and other related systems Several CLS variants have been implemented and evaluated via extensive simulations and empirical measurements. 11 signal-strength measurements. CLS has a satisfactory accuracy level without the need of specialized hardware and extensive training. It can be easily extended for outdoor environments and different mobility patterns. 38 2 7DS architecture for information sharing We found that the density of landmarks and peers has a dominant impact on positioning.
3) distributed among the whole state-space. The denser the samples in a certain region of the state-space, the higher the probability that the node is located in that region. Unlike Kalman filters, particle filters do not impose any constraints on the format of the involved distributions and noise models, or on the linearity of the involved functions. This makes them particularly well-suited to locationsensing. 3 Performance of CLS and other related systems Several CLS variants have been implemented and evaluated via extensive simulations and empirical measurements.