Signal map (probably not used as related just source) Estimate and update location @article{yin2008learning, title={Learning adaptive temporal radio maps for signal-strength-based location estimation}, author={Yin, Jie and Yang, Qiang and Ni, Lionel M}, journal={Mobile Computing, IEEE Transactions on}, volume={7}, number={7}, pages={869--883}, year={2008}, publisher={IEEE} } @article{coleri2014rssi, title={RSSI-fingerprinting-based mobile phone localization with route constraints}, author={Coleri Ergen, Sinem and Tetikol, Huseyin Serhat and Kontik, Mehmet and Sevlian, Raffi and Rajagopal, Ram and Varaiya, Pravin}, journal={Vehicular Technology, IEEE Transactions on}, volume={63}, number={1}, pages={423--428}, year={2014}, publisher={IEEE} } @inproceedings{sonntag2013mobile, title={Mobile network measurements-It's not all about signal strength}, author={Sonntag, Sebastian and Schulte, Lennart and Manner, Jukka}, booktitle={Wireless Communications and Networking Conference (WCNC), 2013 IEEE}, pages={4624--4629}, year={2013}, organization={IEEE} } Netradar Android application @inproceedings{sonntag2013netradar, title={Netradar-Measuring the wireless world}, author={Sonntag, Sebastian and Manner, Jukka and Schulte, Lennart}, booktitle={Modeling \& Optimization in Mobile, Ad Hoc \& Wireless Networks (WiOpt), 2013 11th International Symposium on}, pages={29--34}, year={2013}, organization={IEEE} } relevant apps check later https://www.netsys2015.com/wp-content/uploads/NetSys2015_Demo_Kaup.pdf @inproceedings{zhong2014revisited, title={Revisited: Bandwidth estimation methods for mobile networks}, author={Zhong, Mingyang and Hu, Peizhao and Indulska, Jadwiga}, booktitle={A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2014 IEEE 15th International Symposium on}, pages={1--6}, year={2014}, organization={IEEE} } related work with signal strength and location for determining energy consumption @article{ou2015utilize, title={Utilize signal traces from others? A crowdsourcing perspective of energy saving in cellular data communication}, author={Ou, Zhonghong and Dong, Jiang and Dong, Shichao and Wu, Jun and Yla-Jaaski, Antti and Hui, Pan and Wang, Ren and Min, Alexander W}, journal={Mobile Computing, IEEE Transactions on}, volume={14}, number={1}, pages={194--207}, year={2015}, publisher={IEEE} } @article{kohonen1998self, title={The self-organizing map}, author={Kohonen, Teuvo}, journal={Neurocomputing}, volume={21}, number={1}, pages={1--6}, year={1998}, publisher={Elsevier} } @article{846731, author={Vesanto, J. and Alhoniemi, E.}, journal={Neural Networks, IEEE Transactions on}, title={Clustering of the self-organizing map}, year={2000}, month={May}, volume={11}, number={3}, pages={586-600}, keywords={data analysis;data mining;learning (artificial intelligence);self-organising feature maps;clustering;data mining;exploratory data analysis;neural networks;quantitative analysis;self-organizing map;Clustering methods;Data acquisition;Data analysis;Data mining;Data preprocessing;Data visualization;Electronic mail;Neural networks;Prototypes;Topology}, doi={10.1109/72.846731}, ISSN={1045-9227}, }