IEEE - Aerospace and Electronic Systems - October 2022 - 37

Guerra et al.
[17] S. Mignardi, C. Buratti, A. Bazzi, and R. Verdone,
" Trajectories and resource management of flying base stations
for C-V2X, " Sensors, vol. 811, no. 4, p. 811, 2019.
[18] Z. Lou, A. Elzanaty, and M.-S. Alouini, " Green tethered
UAVs for EMF-aware cellular networks, " IEEE Trans. Green
Commun.Netw., vol. 5, no. 4, pp. 1697-1711, Dec. 2021.
[19] I. T. U. document M,2171, " Characteristics of unmanned
aircraft systems and spectrum requirements to support their
safe operation in non-segregated airspace, " Tech. Rep.,
Dec. 2009. [Online]. Available: https://www.itu.int/pub/RREP-M.2171
[20]
N. Saxena, F. H. Kumbhar, and A. Roy, " Exploiting social
relationships for trustworthy D2D relay in 5G cellular
networks, " IEEE Commun. Mag., vol. 58, no. 2, pp. 48-53,
Feb. 2020.
[21] V. Kouhdaragh, F. Verde, G. Gelli, and J. Abouei, " On the
application of machine learning to the design of UAVbased
5G radio access networks, " Electronics, vol. 9,
no. 4, p. 689, 2020.
[22] F. Yinetal., " FedLoc:Federated learning framework for datadriven
cooperative localization and location data processing, "
IEEEOpen J. SignalProcess., vol. 1, pp. 187-215, 2020.
[23] S. Zhang, H. Zhang, and L. Song, " Beyond D2D: Full
dimension UAV-to-everything communications in 6G, "
IEEE Trans. Veh. Technol., vol. 69, no. 6, pp. 6592-6602,
Jun. 2020.
[24] T. Fujiwara and T. Watanabe, " An ad hoc networking
scheme in hybrid networks for emergency communications, "
AdHocNetw., vol. 3, no. 5, pp. 607-620, 2005.
[25] C. Zheng, L. Chen, and D. Sicker, " Hybrid cellular-MANETs:
An energy-aware routing design, " in Proc. 11th Annu.
Conf.Wireless On-DemandNetw. Syst. Serv., 2014, pp. 9-16.
[26] M. Erdelj, M. Krol, and E. Natalizio, " Wireless sensor networks
and multi-UAV systems for natural disaster management, "
Comput. Netw., vol. 124, pp. 72-86, 2017.
[27] S. Zaidi, M. Atiquzzaman, and C. T. Calafate, " Internet of
flying things (IoFT): A survey, " Comput. Commun.,
vol. 165, pp. 53-74, 2021.
[28] D. Lee, N. He, P. Kamalaruban, and V. Cevher,
" Optimization for reinforcement learning: From a single
agent to cooperative agents, " IEEE Signal Process. Mag.,
vol. 37, no. 3, pp. 123-135, May 2020.
[29] M. Bugallo, V. Elvira, L. Martino, D. Luengo, J. Miguez,
and P. M. Djuric, " Adaptive importance sampling: The
past, the present, and the future, " IEEE Signal Process.
Mag., vol. 34, no. 4, pp. 60-79, Jul. 2017.
[30] H. Li, D. Medina, J. Vila-Valls, and P. Closas, " Robust
variational-based Kalman filter for outlier rejection with
correlated measurements, " IEEE Trans. Signal Process.,
vol. 69, pp. 357-369, 2021.
[31] D. Kim,M. Park, and Y.-L. Park, " Probabilistic modeling and
Bayesian filtering for improved state estimation for soft
robots, " IEEE Trans. Robot., vol. 37, no. 5, pp. 1728-1741,
Oct. 2021.
OCTOBER 2022
[32] Y. Lv, H. Zhang, C. Huang, and Z. Wang,
" Distributed localization of multi-agent systems with
imperfect channels based on iterative learning, " IEEE
Trans. Ind. Elect., vol. 69, no. 10, pp. 10521-10529,
Oct. 2022.
[33] Y. Lv, H. Zhang, Z. Wang, and H. Yan, " Distributed localization
for dynamic multi-agent systems with randomly
varying trajectory lengths, " IEEE Trans.Ind.Elect.,
vol. 69, no. 9, pp. 9298-9308, Sep. 2022.
[34] Y. Yang, R. Luo, M. Li, M. Zhou, W. Zhang, and J.
Wang, " Mean field multi-agent reinforcement
learning, " in Proc. Int. Conf. Mach. Learn., 2018,
pp. 5571-5580.
[35] F. Gustafsson, " Particle filter theory and practice with
positioning applications, " IEEE Aerosp. Electron. Syst
Mag., vol. 25, no. 7, pp. 53-82, Jul. 2010.
[36] J. Dunık, S. K. Biswas, A. G. Dempster, T. Pany, and P.
Closas, " State estimation methods in navigation: Overview
and application, " IEEE Aerosp. Electron. Syst. Mag.,
vol. 35, no. 12, pp. 16-31, Dec. 2020.
[37] S. Thrun, " Probabilistic robotics, " Commun. ACM, vol. 45,
no. 3, pp. 52-57, 2002.
[38] D. Dardari, P. Closas, and P. M. Djuric, " Indoor tracking:
Theory, methods, and technologies, " IEEE Trans. Veh.
Technol., vol. 64, no. 4, pp. 1263-1278, Apr. 2015.
[39] M. Z. Win et al., " Network localization and navigation via
cooperation, " IEEE Commun. Mag., vol. 49, no. 5,
pp. 56-62, May 2011.
[40] S. Zhang, R. P€ohlmann, T. Wiedemann, A. Dammann, H.
Wymeersch, and P. A. Hoeher, " Self-aware swarm navigation
in autonomous exploration missions, " Proc. IEEE,
vol. 108, no. 7, pp. 1168-1195, Jul. 2020.
[41] T. Andre et al., " Application-driven design of aerial communication
networks, " IEEE Commun. Mag., vol. 52,
no. 5, pp. 129-137, May 2014.
[42] F. Huang, M. Cao, and L. Wang, " Optimal control of
robust team stochastic games, " 2021, arXiv:2105.07405.
[43] A. M. Ahmed, A. A. Ahmad, S. Fortunati, A. Sezgin, M.
Greco, and F. Gini, " A reinforcement learning based
approach for multi-target detection in massive MIMO radar, "
IEEETrans. Aerosp. Electron. Syst., vol. 57, no. 5, pp. 2622-
2636, Oct. 2021.
[44] X. Liu, Y. Liu, and Y. Chen, " Reinforcement learning in
multiple-UAV networks: Deployment and movement
design, " IEEE Trans. Veh. Technol., vol. 68, no. 8,
pp. 8036-8049, Aug. 2019.
[45] C. Wang, J. Wang, J. Wang, and X. Zhang, " Deep-reinforcement-learning-based
autonomous UAV navigation
with sparse rewards, " IEEE Internet Things J., vol. 7,
no. 7, pp. 6180-6190, Jul. 2020.
[46] S. Rezwan and W. Choi, " Artificial intelligence
approaches for UAV navigation: Recent advances and
future challenges, " IEEE Access, vol. 10, pp. 26320-
26339, 2022.
IEEE A&E SYSTEMS MAGAZINE
37
https://www.itu.int/pub/R-REP-M.2171 https://www.itu.int/pub/R-REP-M.2171
IEEE - Aerospace and Electronic Systems - October 2022

Table of Contents for the Digital Edition of IEEE - Aerospace and Electronic Systems - October 2022
