The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Engineering Radio Maps for Wireless Resource Management
Abstract
The term 'radio map' in general refers to the geographical signal power spectrum density, formed by the superposition of concurrent wireless transmissions, as a function of location, frequency and time. It contains rich and useful information regarding the spectral activities and propagation channels in wireless networks. Such information can be leveraged to not only improve the performance of existing wireless services (e.g., via proactive resource provisioning) but also enable new applications, such as wireless spectrum surveillance. However, practical implementation of radio maps in wireless communication is often difficult due to the heterogeneity of modern wireless networks and the sheer amount of wireless data to be collected, stored, and processed. In this article, we provide an overview of the state-of-the-art techniques for constructing radio maps as well as applying them to achieve efficient and secure resource management in wireless networks. Some key research challenges are highlighted to motivate future investigation.
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Cites
NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey
Akyildiz, I. F., Lee, W.-Y., Vuran, M. C., & Mohanty, S. (2006) · Computer Networks · doi:10.1016/j.comnet.2006.05.001 · Cited by 6,356
Wireless communications with unmanned aerial vehicles: opportunities and challenges
Zeng, Y., Zhang, R., & Lim, T. J. (2016) · IEEE Communications Magazine · doi:10.1109/mcom.2016.7470933 · Cited by 4,048
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Cited by
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks
Chen, M., Yang, Z., Saad, W., Yin, C., Poor, H. V., & Cui, S. (2019) · arXiv · doi:10.48550/arxiv.1909.07972 · Cited by 1,547
A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks
Chen, M., Yang, Z., Saad, W., Yin, C., Poor, H. V., & Cui, S. (2021) · IEEE Transactions on Wireless Communications · doi:10.1109/twc.2020.3024629 · Cited by 1,547
A Tutorial on Environment-Aware Communications via Channel Knowledge Map for 6G
Zeng, Y., Chen, J., Xu, J., Wu, D., Xu, X., Jin, S., Gao, X., Gesbert, D., Cui, S., & Zhang, R. (2024) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2024.3364508 · Cited by 303
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Metadata
- Authors
- Bi, S., Lyu, J., Ding, Z., & Zhang, R.
- Venue
- IEEE Wireless Communications
- Published
- 2019-04
- Volume
- 26
- Issue
- 2
- Pages
- 133-141
- ISSN
- 1536-1284 (ISSN-L)
- 1558-0687
- OpenAlex
- W2883649322
- Cited by
- 216
- References
- 2
- FWCI
- 9.50
- Type
- journal article
- Language
- en
- Open access
- closed
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