My research can be classified into (1) the theory and application of distributed optimization and control and; (2) the analysis and regulation of engineering-economic systems (e.g., power grid, wireless networks).
Publications in Flagship Journals in Systems, Control and Signal Processing
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On the Local Linear Rate of Consensus on the Stiefel Manifold, S. Chen, A. Garcia, M. Hong and S. Shahrampour, (2023) IEEE Transactions on Automatic Control, DOI: 10.1109/TAC.2023.3330735
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Structural Estimation of Partially Observable Markov Decision Processes, Y. Chang, A. Garcia, Z. Wang and L. Sun (2022), IEEE Transactions on Automatic Control , DOI: 10.1109/TAC.2022.3217908
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Modeling Driver Responses to Automation Failures with Active Inference, R. Wei, A. McDonald, A. Garcia and H. Alambeigi (2022), IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2022.3155381
- The effects of mental fatigue on effort allocation: Modeling and estimation. Wang, Z., Chang, Y., Schmeichel, B. J., & Garcia, A. A. (2022). Psychological Review, 129(6), 1457–1485. https://doi.org/10.1037/rev0000365
- Distributed Networked Learning with Correlated Data, L. Hong, A. Garcia and C. Eksin (2022), Automatica, Vol. 137 pp. 110-134
- An Incentive Compatible Iterative Mechanism for Coupling Electricity Markets (2022), A. Garcia, R. Khatami, C. Eksin and F. Sezer, IEEE Transactions on Power Systems, Vol. 7 No. 2 pp. 1241-1252
- On Distributed Non-convex Optimization: Projected Subgradient Method For Weakly Convex Problems in Networks (2022) S. Chen, A. Garcia and S. Shahrampour, IEEE Transactions on Automatic Control, Vol. 67 No.2, pp. 662-675
- Distributed Networked Real-time Learning (2021) A. Garcia, L. Wang, J. Huang and L. Hong, IEEE Transactions on Control of Network Systems, Vol. 8, No. 1, pp. 28-38
- An Online Mechanism for Resource Allocation in Networks (2020) S. Pu, J. Escudero-Garzas, A. Garcia, S. Shahrampour, IEEE Transactions on Control of Network Systems, Vol. 7, No. 3, pp. 1140-1150
- Zeroth Order Non-convex Multi-Agent Optimization over Networks (2019) D. Hajinezhad, M. Hong and A. Garcia, IEEE Transactions on Automatic Control, Vol. 64, No. 10 pp. 3995-4010
- Swarming for Faster Convergence in Stochastic Optimization, S. Pu and A. Garcia (2018), SIAM Journal on Control and Optimization Vol. 56 No. 4, pp. 2997-3020.
- Noise Reduction by Swarming in Social Foraging, S. Pu, A. Garcia and Z. Lin, IEEE Transactions on Automatic Control, (2016) Vol. 61 No. 12 pp. 4007-4013
- Distributed Synchronization Control of Multi-agent Systems with Unknown Nonlinearities, S. Su, Z. Lin and A. Garcia, IEEE Transactions on Cybernetics, (2016) Vol. 46, No. pp. 325-338
- Efficient Rate Allocation in Wireless Networks Under Incomplete Information, A. Garcia and M. Hong, IEEE Transactions on Automatic Control, (2016) Vol. 61, No.5 pp: 1397-1402
- Dynamic Incentives for Congestion Control, J. Barrera and A. Garcia, IEEE Transactions on Automatic Control, (2015) Vol. 60 No. 2, pp. 299-310
- Interference Pricing Mechanism for Downlink Multicell Coordinated Beamforming, J. Garzas, M. Hong, A. Garcia, IEEE Transactions on Communications, (2014) Vol 62 (6) pp. 1871-1883
- Joint Access Point Selection and Power Allocation for Uplink Wireless Networks: Equilibria and Algorithms, M. Hong, Garcia, A., J. Barrera, Wilson, S.G. IEEE Transactions on Signal Processing, (2013) Vol 61, No. 13 pp. 3334-3347
- Mechanism Design for Base Station Association and Resource Allocation in Downlink OFDMA Network, M. Hong and A. Garcia, IEEE Journal on Selected Areas on Communications, (2012) Vo. 30 No. 11, pp. 2238-2250
- Equilibrium Pricing of Interference in Cognitive Radio Networks, M. Hong and A. Garcia, IEEE Transactions on Signal Processing, (2011) Vol. 59 No. 12 pp. 6058-6072
- Averaged Iterative Water-Filling Algorithm: Robustness and Convergence, M. Hong and A. Garcia, IEEE Transactions on Signal Processing, (2011) Vol. 59 No. 5 pp. 2448-2454
- A Bio-Inspired Scheme for Coordinated Online Search, A. Garcia, F. Pedraza and Ch. Li, IEEE Transactions on Automatic Control, (2010) Vol. 55 No. 9 pp. 2142-2148
- Dynamic Auctions for On-Demand Services, A. Garcia, N. Fabra and E. Campos, IEEE Transactions on Cybernetics (2007) Vol 37 No.
- Fictitious Play for Finding System Optimal Routings in Dynamic Traffic Networks, A. Garcia, D. Reaume and R. L. Smith, Transportation Research, (Part B, Methods), (2000) Vol. 34 No. 2, pp. 147-154