Deep Neural Network-based Telco Outdoor Localization

Author:

Zhang Yige1,Rao Weixiong2,Xiao Yu3

Affiliation:

1. Tongji University, China

2. Tongji University, Shanghai, China

3. Aalto University, Espoo, Finland

Publisher

ACM

Reference4 articles.

1. Robert Margolies Richard A. Becker Simon D. Byers Supratim Deb Rittwik Jana Simon Urbanek and Chris Volinsky. 2017. Can you find me now? Evaluation of network-based localization in a 4G LTE network. In INFOCOM. 1--9. Robert Margolies Richard A. Becker Simon D. Byers Supratim Deb Rittwik Jana Simon Urbanek and Chris Volinsky. 2017. Can you find me now? Evaluation of network-based localization in a 4G LTE network. In INFOCOM. 1--9.

2. Avik Ray Supratim Deb and Pantelis Monogioudis. 2016. Localization off LTE measurement records with missing information. In INFOCOM. 1--9 Avik Ray Supratim Deb and Pantelis Monogioudis. 2016. Localization off LTE measurement records with missing information. In INFOCOM. 1--9

3. From Wikipedia the free encyclopedia. 2018. Long shortterm memory. https://en.wikipedia.org/wiki/Long_short-term_memory. (2018). From Wikipedia the free encyclopedia. 2018. Long shortterm memory. https://en.wikipedia.org/wiki/Long_short-term_memory. (2018).

4. Fangzhou Zhu Chen Luo Mingxuan Yuan Yijian Zhu Zhengqing Zhang Tao Gu Ke Deng Weixiong Rao and Jia Zeng. 2016. City-Scale Localization with Telco Big Data. In CIKM. 439--448. 10.1145/2983323.2983345 Fangzhou Zhu Chen Luo Mingxuan Yuan Yijian Zhu Zhengqing Zhang Tao Gu Ke Deng Weixiong Rao and Jia Zeng. 2016. City-Scale Localization with Telco Big Data. In CIKM. 439--448. 10.1145/2983323.2983345

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1. FL-AMM: Federated Learning Augmented Map Matching With Heterogeneous Cellular Moving Trajectories;IEEE Journal on Selected Areas in Communications;2023-12

2. Outdoor Position Recovery from Heterogeneous Telco Cellular Data;IEEE Transactions on Knowledge and Data Engineering;2022

3. DMM;Proceedings of the 26th Annual International Conference on Mobile Computing and Networking;2020-09-18

4. Intelligent Trajectory Inference Through Cellular Signaling Data;IEEE Transactions on Cognitive Communications and Networking;2020-06

5. DeepLoc;Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services;2019-11-12

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