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2020 – today
- 2024
[c55]Evagoras Makridis, Gabriele Oliva, Kasagatta Ramesh Narahari, Mohammadreza Doostmohammadian, Usman A. Khan, Themistoklis Charalambous:
Distributed Optimization with Gradient Tracking Over Heterogeneous Delay-Prone Directed Networks. ECC 2024: 2312-2319- [c54]Muhammad I. Qureshi, Usman A. Khan:
Peer-to-Peer Model-Agnostic Meta-Learning. SAM 2024: 1-5 - [i44]Mohammadreza Doostmohammadian, Muhammad I. Qureshi, Mohammad Hossein Khalesi, Hamid R. Rabiee, Usman A. Khan:
Log-Scale Quantization in Distributed First-Order Methods: Gradient-based Learning from Distributed Data. CoRR abs/2406.00621 (2024) - 2023
- [j49]Mohammadreza Doostmohammadian
, Alireza Aghasi, Maria Vrakopoulou, Hamid R. Rabiee, Usman A. Khan, Themistoklis Charalambous:
Distributed delay-tolerant strategies for equality-constraint sum-preserving resource allocation. Syst. Control. Lett. 182: 105657 (2023) - [j48]Muhammad I. Qureshi, Usman A. Khan:
Distributed Saddle Point Problems for Strongly Concave-Convex Functions. IEEE Trans. Signal Inf. Process. over Networks 9: 679-690 (2023) - [c53]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
Variance Reduced Stochastic Optimization Over Directed Graphs with Row and Column Stochastic Weights. ACSSC 2023: 1595-1599 - [c52]Muhammad I. Qureshi, Usman A. Khan:
A Distributed First-Order Optimization Method for Strongly Concave-Convex Saddle-Point Problems. CAMSAP 2023: 121-125 - [c51]Muhammad I. Qureshi, Usman A. Khan:
A Distributed Stochastic First-Order Method for Strongly Concave-Convex Saddle Point Problems. CDC 2023: 4170-4175 - [i43]Mohammadreza Doostmohammadian, Mohammad Pirani, Usman A. Khan:
Consensus-based Networked Tracking in Presence of Heterogeneous Time-Delays. CoRR abs/2302.07511 (2023) - [i42]Mohammadreza Doostmohammadian, Alireza Aghasi, Maria Vrakopoulou, Hamid R. Rabiee, Usman A. Khan, Themistoklis Charalambous:
Distributed Delay-Tolerant Strategies for Equality-Constraint Sum-Preserving Resource Allocation. CoRR abs/2310.18225 (2023) - 2022
- [j47]Mohammadreza Doostmohammadian, Alireza Aghasi, Themistoklis Charalambous, Usman A. Khan:
Distributed Support Vector Machines Over Dynamic Balanced Directed Networks. IEEE Control. Syst. Lett. 6: 758-763 (2022) - [j46]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs. IEEE Control. Syst. Lett. 6: 1202-1207 (2022) - [j45]Mohammadreza Doostmohammadian, Usman A. Khan, Mohammad Pirani, Themistoklis Charalambous:
Consensus-Based Distributed Estimation in the Presence of Heterogeneous, Time-Invariant Delays. IEEE Control. Syst. Lett. 6: 1598-1603 (2022) - [j44]Ran Xin, Usman A. Khan, Soummya Kar:
Fast Decentralized Nonconvex Finite-Sum Optimization with Recursive Variance Reduction. SIAM J. Optim. 32(1): 1-28 (2022) - [j43]Ran Xin, Usman A. Khan, Soummya Kar:
A Fast Randomized Incremental Gradient Method for Decentralized Nonconvex Optimization. IEEE Trans. Autom. Control. 67(10): 5150-5165 (2022) - [c50]Mohammadreza Doostmohammadian, Alireza Aghasi, Mohammad Pirani, Ehsan Nekouei, Usman A. Khan, Themistoklis Charalambous:
Fast-Convergent Anytime-Feasible Dynamics for Distributed Allocation of Resources Over Switching Sparse Networks with Quantized Communication Links. ECC 2022: 84-89 - [c49]Muhammad I. Qureshi, Usman A. Khan:
Stochastic First-Order Methods Over Distributed Data. SAM 2022: 405-409 - [i41]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
Variance reduced stochastic optimization over directed graphs with row and column stochastic weights. CoRR abs/2202.03346 (2022) - [i40]Muhammad I. Qureshi, Usman A. Khan:
Distributed saddle point problems for strongly concave-convex functions. CoRR abs/2202.05812 (2022) - [i39]Mohammadreza Doostmohammadian, Usman A. Khan, Alireza Aghasi, Themistoklis Charalambous:
Distributed Constraint-Coupled Optimization over Lossy Networks. CoRR abs/2208.14116 (2022) - 2021
- [j42]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
S-ADDOPT: Decentralized Stochastic First-Order Optimization Over Directed Graphs. IEEE Control. Syst. Lett. 5(3): 953-958 (2021) - [j41]Mohammadreza Doostmohammadian, Houman Zarrabi, Hamid R. Rabiee, Usman A. Khan, Themistoklis Charalambous:
Distributed Detection and Mitigation of Biasing Attacks Over Multi-Agent Networks. IEEE Trans. Netw. Sci. Eng. 8(4): 3465-3477 (2021) - [j40]Ran Xin, Usman A. Khan, Soummya Kar:
An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization. IEEE Trans. Signal Process. 69: 1842-1858 (2021) - [c48]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
A Decentralized Variance-Reduced Method for Stochastic Optimization Over Directed Graphs. ICASSP 2021: 5030-5034 - [c47]Ran Xin, Usman A. Khan, Soummya Kar:
A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization. ICML 2021: 11459-11469 - [i38]Ran Xin, Usman A. Khan, Soummya Kar:
A hybrid variance-reduced method for decentralized stochastic non-convex optimization. CoRR abs/2102.06752 (2021) - [i37]Mohammadreza Doostmohammadian, Usman A. Khan, Themistoklis Charalambous:
Delay-Tolerant Consensus-based Distributed Estimation: Full-Rank Systems with Potentially Unstable Dynamics. CoRR abs/2104.00394 (2021) - [i36]Mohammadreza Doostmohammadian, Alireza Aghasi, Themistoklis Charalambous, Usman A. Khan:
Distributed support-vector-machine over dynamic balanced directed networks. CoRR abs/2104.00399 (2021) - [i35]Mohammadreza Doostmohammadian, Themistoklis Charalambous, Miadreza Shafie-khah, Nader Meskin, Usman A. Khan:
Simultaneous Distributed Estimation and Attack Detection/Isolation in Social Networks: Structural Observability, Kronecker-Product Network, and Chi-Square Detector. CoRR abs/2105.10639 (2021) - [i34]Mohammadreza Doostmohammadian, Themistoklis Charalambous, Miadreza Shafie-khah, Hamid R. Rabiee, Usman A. Khan:
Analysis of Contractions in System Graphs: Application to State Estimation. CoRR abs/2105.10641 (2021) - [i33]Mohammadreza Doostmohammadian, Houman Zarrabi, Hamid R. Rabiee, Usman A. Khan, Themistoklis Charalambous:
Distributed Detection and Mitigation of Biasing Attacks over Multi-Agent Networks. CoRR abs/2109.09329 (2021) - 2020
- [j39]Usman A. Khan, Waheed U. Bajwa, Angelia Nedic, Michael G. Rabbat, Ali H. Sayed:
Optimization for Data-Driven Learning and Control. Proc. IEEE 108(11): 1863-1868 (2020) - [j38]Ran Xin, Shi Pu, Angelia Nedic, Usman A. Khan:
A General Framework for Decentralized Optimization With First-Order Methods. Proc. IEEE 108(11): 1869-1889 (2020) - [j37]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Usman A. Khan:
Cyber-Social Systems: Modeling, Inference, and Optimal Design. IEEE Syst. J. 14(1): 73-83 (2020) - [j36]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Usman A. Khan:
Centrality-based epidemic control in complex social networks. Soc. Netw. Anal. Min. 10(1): 32 (2020) - [j35]Ran Xin, Soummya Kar, Usman A. Khan:
Decentralized Stochastic Optimization and Machine Learning: A Unified Variance-Reduction Framework for Robust Performance and Fast Convergence. IEEE Signal Process. Mag. 37(3): 102-113 (2020) - [j34]Ran Xin, Usman A. Khan:
Distributed Heavy-Ball: A Generalization and Acceleration of First-Order Methods With Gradient Tracking. IEEE Trans. Autom. Control. 65(6): 2627-2633 (2020) - [j33]Fakhteh Saadatniaki, Ran Xin, Usman A. Khan:
Decentralized Optimization Over Time-Varying Directed Graphs With Row and Column-Stochastic Matrices. IEEE Trans. Autom. Control. 65(11): 4769-4780 (2020) - [j32]Mohammadreza Doostmohammadian, Usman A. Khan:
On the Complexity of Minimum-Cost Networked Estimation of Self-Damped Dynamical Systems. IEEE Trans. Netw. Sci. Eng. 7(3): 1891-1900 (2020) - [j31]Mohammadreza Doostmohammadian, Usman A. Khan:
Minimal Sufficient Conditions for Structural Observability/Controllability of Composite Networks via Kronecker Product. IEEE Trans. Signal Inf. Process. over Networks 6: 78-87 (2020) - [j30]Ran Xin, Usman A. Khan, Soummya Kar:
Variance-Reduced Decentralized Stochastic Optimization With Accelerated Convergence. IEEE Trans. Signal Process. 68: 6255-6271 (2020) - [c46]Ran Xin, Boyue Li, Soummya Kar, Usman A. Khan:
GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization. CDC 2020: 3637-3642 - [i32]Ran Xin, Soummya Kar, Usman A. Khan:
Gradient tracking and variance reduction for decentralized optimization and machine learning. CoRR abs/2002.05373 (2020) - [i31]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs. CoRR abs/2005.07785 (2020) - [i30]Ran Xin, Usman A. Khan, Soummya Kar:
An improved convergence analysis for decentralized online stochastic non-convex optimization. CoRR abs/2008.04195 (2020) - [i29]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs. CoRR abs/2008.06082 (2020) - [i28]Ran Xin, Usman A. Khan, Soummya Kar:
A near-optimal stochastic gradient method for decentralized non-convex finite-sum optimization. CoRR abs/2008.07428 (2020) - [i27]Ran Xin, Shi Pu, Angelia Nedic, Usman A. Khan:
A general framework for decentralized optimization with first-order methods. CoRR abs/2009.05837 (2020) - [i26]Ran Xin, Usman A. Khan, Soummya Kar:
A fast randomized incremental gradient method for decentralized non-convex optimization. CoRR abs/2011.03853 (2020)
2010 – 2019
- 2019
- [j29]Ran Xin, Chenguang Xi, Usman A. Khan:
FROST - Fast row-stochastic optimization with uncoordinated step-sizes. EURASIP J. Adv. Signal Process. 2019: 1 (2019) - [j28]Ran Xin, Dusan Jakovetic, Usman A. Khan:
Distributed Nesterov Gradient Methods Over Arbitrary Graphs. IEEE Signal Process. Lett. 26(8): 1247-1251 (2019) - [c45]Ran Xin, Anit Kumar Sahu, Soummya Kar, Usman A. Khan:
Distributed empirical risk minimization over directed graphs. ACSSC 2019: 189-193 - [c44]Ran Xin, Anit Kumar Sahu, Usman A. Khan, Soummya Kar:
Distributed stochastic optimization with gradient tracking over strongly-connected networks. CDC 2019: 8353-8358 - [c43]Fakhteh Saadatniaki, Ran Xin, Usman A. Khan:
Distributed Training with Mobile Agents: Optimization Over Dynamic Directed Graphs. DSW 2019: 37-41 - [i25]Ran Xin, Dusan Jakovetic, Usman A. Khan:
Distributed Nesterov gradient methods over arbitrary graphs. CoRR abs/1901.06995 (2019) - [i24]Ran Xin, Anit Kumar Sahu, Usman A. Khan, Soummya Kar:
Distributed stochastic optimization with gradient tracking over strongly-connected networks. CoRR abs/1903.07266 (2019) - [i23]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Usman A. Khan:
Cyber-Social Systems: Modeling, Inference, and Optimal Design. CoRR abs/1903.12371 (2019) - [i22]Mohammadreza Doostmohammadian, Usman A. Khan:
On the Controllability of Clustered Scale-Free Networks. CoRR abs/1905.01630 (2019) - [i21]Ran Xin, Soummya Kar, Usman A. Khan:
Decentralized Stochastic First-Order Methods for Large-scale Machine Learning. CoRR abs/1907.09648 (2019) - [i20]Ran Xin, Usman A. Khan, Soummya Kar:
Variance-Reduced Decentralized Stochastic Optimization with Gradient Tracking - Part II: GT-SVRG. CoRR abs/1910.04057 (2019) - [i19]Mohammadreza Doostmohammadian, Usman A. Khan:
On the Complexity of Minimum-Cost Networked Estimation of Self-Damped Dynamical Systems. CoRR abs/1911.11381 (2019) - [i18]Mohammadreza Doostmohammadian, Usman A. Khan:
Minimal Sufficient Conditions for Structural Observability/Controllability of Composite Networks via Kronecker Product. CoRR abs/1912.03470 (2019) - [i17]Ran Xin, Usman A. Khan, Soummya Kar:
Variance-Reduced Decentralized Stochastic Optimization with Accelerated Convergence. CoRR abs/1912.04230 (2019) - 2018
- [j27]Ran Xin, Usman A. Khan:
A Linear Algorithm for Optimization Over Directed Graphs With Geometric Convergence. IEEE Control. Syst. Lett. 2(3): 315-320 (2018) - [j26]Sam Safavi, Usman A. Khan, Soummya Kar, José M. F. Moura:
Distributed Localization: A Linear Theory. Proc. IEEE 106(7): 1204-1223 (2018) - [j25]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Usman A. Khan:
Structural Cost-Optimal Design of Sensor Networks for Distributed Estimation. IEEE Signal Process. Lett. 25(6): 793-797 (2018) - [j24]Chenguang Xi, Ran Xin, Usman A. Khan:
ADD-OPT: Accelerated Distributed Directed Optimization. IEEE Trans. Autom. Control. 63(5): 1329-1339 (2018) - [j23]Chenguang Xi, Van Sy Mai, Ran Xin, Eyad H. Abed, Usman A. Khan:
Linear Convergence in Optimization Over Directed Graphs With Row-Stochastic Matrices. IEEE Trans. Autom. Control. 63(10): 3558-3565 (2018) - [j22]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Houman Zarrabi, Usman A. Khan:
Observational Equivalence in System Estimation: Contractions in Complex Networks. IEEE Trans. Netw. Sci. Eng. 5(3): 212-224 (2018) - [j21]Sam Safavi, Usman A. Khan:
Localization in Mobile Networks via Virtual Convex Hulls. IEEE Trans. Signal Inf. Process. over Networks 4(1): 188-201 (2018) - [c42]Fakhteh Saadatniaki, Usman A. Khan:
Product adoption in heterogeneous networks: An epidemiological perspective. ACSSC 2018: 1043-1047 - [c41]Ran Xin, Chenguang Xi, Usman A. Khan:
Subgradient Projection Over Directed Graphs Using Surplus Consensus. DSW 2018: 105-109 - [c40]Fakhteh Saadatniaki, Anton Korniienko, Gérard Scorletti, Usman A. Khan:
On the input-output approach towards distributed estimation. ECC 2018: 2152-2157 - [c39]Sam Safavi, Usman A. Khan, Soummya Kar, José M. F. Moura:
Linear Distributed Algorithms For Localization In Mobile Networks. SSP 2018: 638-642 - [i16]Sam Safavi, Usman A. Khan, Soummya Kar, José M. F. Moura:
Localization in internets of mobile agents: A linear approach. CoRR abs/1802.04345 (2018) - [i15]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Usman A. Khan:
Structural cost-optimal design of sensor networks for distributed estimation. CoRR abs/1804.01799 (2018) - 2017
- [j20]Chenguang Xi, Qiong Wu, Usman A. Khan:
On the distributed optimization over directed networks. Neurocomputing 267: 508-515 (2017) - [j19]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Houman Zarrabi, Usman A. Khan:
Distributed Estimation Recovery Under Sensor Failure. IEEE Signal Process. Lett. 24(10): 1532-1536 (2017) - [j18]Chenguang Xi, Usman A. Khan:
Distributed Subgradient Projection Algorithm Over Directed Graphs. IEEE Trans. Autom. Control. 62(8): 3986-3992 (2017) - [j17]Chenguang Xi, Usman A. Khan:
DEXTRA: A Fast Algorithm for Optimization Over Directed Graphs. IEEE Trans. Autom. Control. 62(10): 4980-4993 (2017) - [j16]Sam Safavi, Usman A. Khan:
Asymptotic Stability of LTV Systems With Applications to Distributed Dynamic Fusion. IEEE Trans. Autom. Control. 62(11): 5888-5893 (2017) - [j15]Sam Safavi, Usman A. Khan:
An Opportunistic Linear-Convex Algorithm for Localization in Mobile Robot Networks. IEEE Trans. Robotics 33(4): 875-888 (2017) - [c38]Chenguang Xi, Usman A. Khan:
Optimization over directed graphs: Linear convergence rate. ICASSP 2017: 4252-4256 - [i14]Sam Safavi, Usman A. Khan:
An opportunistic linear-convex algorithm for localization in mobile robot networks. CoRR abs/1703.06387 (2017) - [i13]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Houman Zarrabi, Usman A. Khan:
Observational Equivalence in System Estimation: Contractions in Complex Networks. CoRR abs/1709.03846 (2017) - [i12]Mohammadreza Doostmohammadian, Hamid R. Rabiee, Houman Zarrabi, Usman A. Khan:
Distributed Estimation Recovery under Sensor Failure. CoRR abs/1709.03855 (2017) - 2016
- [j14]Usman A. Khan, Shuchin Aeron:
Distributed Subspace Consensus in the Presence of Dynamic In-Network Disturbance. IEEE Trans. Control. Netw. Syst. 3(3): 220-230 (2016) - [c37]Sam Safavi, Usman A. Khan:
A distributed range-based algorithm for localization in mobile networks. ACSSC 2016: 1380-1384 - [c36]Anton Korniienko, Usman A. Khan, Gérard Scorletti:
Robust sensor localization with locally-computed, global H∞-design. ACC 2016: 6375-6380 - [c35]Chenguang Xi, Qiong Wu, Usman A. Khan:
Fast distributed optimization over directed graphs. ACC 2016: 6507-6512 - [c34]Sam Safavi, Usman A. Khan:
Unbounded connectivity: Asymptotic stability criteria for stochastic LTV systems. ACC 2016: 7019-7024 - [c33]Chenguang Xi, Usman A. Khan:
Distributed dynamic optimization over directed graphs. CDC 2016: 245-250 - [c32]Sam Safavi, Usman A. Khan:
On the convergence of time-varying fusion algorithms: Application to localization in dynamic networks. CDC 2016: 4907-4912 - [c31]Mohammadreza Doostmohammadian, Usman A. Khan:
Measurement partitioning and observational equivalence in state estimation. ICASSP 2016: 4855-4859 - 2015
- [j13]Usman A. Khan, Soummya Kar, José M. F. Moura:
Linear Theory for Self-Localization: Convexity, Barycentric Coordinates, and Cayley-Menger Determinants. IEEE Access 3: 1326-1339 (2015) - [j12]Sam Safavi, Usman A. Khan:
Revisiting Finite-Time Distributed Algorithms via Successive Nulling of Eigenvalues. IEEE Signal Process. Lett. 22(1): 54-57 (2015) - [j11]Sam Safavi, Usman A. Khan:
Leader-Follower Consensus in Mobile Sensor Networks. IEEE Signal Process. Lett. 22(12): 2249-2253 (2015) - [c30]Chenguang Xi, Usman A. Khan:
Directed-Distributed Gradient Descent. Allerton 2015: 1022-1026 - [c29]Usman A. Khan, Anton Korniienko, Karl Henrik Johansson:
An H∞-based approach for robust sensor localization. CDC 2015: 1719-1724 - [c28]Sam Safavi, Usman A. Khan:
Dynamic leader-follower algorithms in mobile multi-agent networks. DSP 2015: 10-13 - [i11]Sam Safavi, Usman A. Khan:
Localization and tracking in mobile networks: Virtual convex hulls and beyond. CoRR abs/1504.01207 (2015) - 2014
- [j10]Usman A. Khan, Ali Jadbabaie:
Collaborative scalar-gain estimators for potentially unstable social dynamics with limited communication. Autom. 50(7): 1909-1914 (2014) - [j9]Mohammadreza Doostmohammadian, Usman A. Khan:
Graph-Theoretic Distributed Inference in Social Networks. IEEE J. Sel. Top. Signal Process. 8(4): 613-623 (2014) - [c27]Sam Safavi, Usman A. Khan:
On the convergence rate of swap-collide algorithm for simple task assignment. ACSSC 2014: 1507-1510 - [c26]Chenguang Xi, Usman A. Khan:
On the impact of low-rank interference on distributed multi-agent optimization. ACSSC 2014: 1511-1514 - [c25]Mohammadreza Doostmohammadian, Usman A. Khan:
Vulnerability of CPS inference to DoS attacks. ACSSC 2014: 2015-2018 - [c24]Mohammadreza Doostmohammadian, Usman A. Khan:
On the characterization of distributed observability from first principles. GlobalSIP 2014: 914-917 - [c23]Usman A. Khan, Shuchin Aeron:
Information alignment for consensus with interference. ICASSP 2014: 7168-7172 - [c22]Mohammadreza Doostmohammadian, Sepideh Pourazarm, Usman A. Khan:
Distributed algorithm for shortest path problem via randomized strategy. ICNSC 2014: 463-467 - [c21]Usman A. Khan:
Scalar-gain distributed estimators for Hermitian systems. SAM 2014: 213-216 - [c20]Usman A. Khan, Shuchin Aeron:
Distributed averaging in the presence of interference. ISCCSP 2014: 32-35 - [i10]Mohammadreza Doostmohammadian, Usman A. Khan:
Graphic-theoretic distributed inference in social networks. CoRR abs/1402.0918 (2014) - [i9]Mohammadreza Doostmohammadian, Usman A. Khan:
Measurement partitioning and observational equivalence in state estimation. CoRR abs/1412.5111 (2014) - [i8]Sam Safavi, Usman A. Khan:
Asymptotic stability of stochastic LTV systems with applications to distributed dynamic fusion. CoRR abs/1412.8018 (2014) - 2013
- [j8]Mohammadreza Doostmohammadian, Usman A. Khan:
On the Genericity Properties in Distributed Estimation: Topology Design and Sensor Placement. IEEE J. Sel. Top. Signal Process. 7(2): 195-204 (2013) - [c19]Mohammadreza Doostmohammadian, Usman A. Khan:
Topology design in networked estimation: A generic approach. ACC 2013: 4134-4139 - [c18]Usman A. Khan, Soummya Kar:
A decentralized algorithm for the preferred assignment problem in multi-agent systems. ECC 2013: 766-771 - [c17]Chenguang Xi, Usman A. Khan:
Source localization in complex networks using a frequency-domain approach. GlobalSIP 2013: 895-898 - [c16]Mohammadreza Doostmohammadian, Usman A. Khan:
On the distributed estimation of rank-deficient dynamical systems: A generic approach. ICASSP 2013: 4618-4622 - [c15]Usman A. Khan, Aleksandar M. Stankovic:
Secure distributed estimation in cyber-physical systems. ICASSP 2013: 5209-5213 - [i7]Usman A. Khan, Shuchin Aeron:
Consensus in the presence of interference. CoRR abs/1312.5202 (2013) - 2012
- [c14]Victor L. Minden, Clifford C. Youn, Usman A. Khan:
A distributed self-clustering algorithm for autonomous multi-agent systems. Allerton Conference 2012: 1445-1448 - [c13]Usman A. Khan:
Coordinated randomness in sparse graphs. Allerton Conference 2012: 1729-1733 - [i6]Mohammadreza Doostmohammadian, Usman A. Khan:
On the genericity properties in networked estimation: Topology design and sensor placement. CoRR abs/1208.3691 (2012) - 2011
- [c12]Usman A. Khan, Soummya Kar:
A coordination-free distributed algorithm for simple assignment problems using randomized actions. ACSCC 2011: 58-61 - [c11]Mohammadreza Doostmohammadian, Usman A. Khan:
Communication strategies to ensure generic networked observability in multi-agent systems. ACSCC 2011: 1865-1868 - [c10]Usman A. Khan, Ali Jadbabaie:
On the stability and optimality of distributed Kalman filters with finite-time data fusion. ACC 2011: 3405-3410 - [c9]Usman A. Khan, Mohammadreza Doostmohammadian:
A sensor placement and network design paradigm for future smart grids. CAMSAP 2011: 137-140 - [c8]Usman A. Khan, Ali Jadbabaie:
Coordinated networked estimation strategies using structured systems theory. CDC/ECC 2011: 2112-2117 - [i5]Usman A. Khan, Ali Jadbabaie:
Networked estimation under information constraints. CoRR abs/1111.4580 (2011) - 2010
- [j7]Marija D. Ilic, Le Xie, Usman A. Khan, José M. F. Moura:
Modeling of Future Cyber-Physical Energy Systems for Distributed Sensing and Control. IEEE Trans. Syst. Man Cybern. Part A 40(4): 825-838 (2010) - [j6]Usman A. Khan, Soummya Kar, José M. F. Moura:
DILAND: an algorithm for distributed sensor localization with noisy distance measurements. IEEE Trans. Signal Process. 58(3): 1940-1947 (2010) - [j5]Usman A. Khan, Soummya Kar, José M. F. Moura:
Higher dimensional consensus: learning in large-scale networks. IEEE Trans. Signal Process. 58(5): 2836-2849 (2010) - [c7]Usman A. Khan, Soummya Kar, Ali Jadbabaie, José M. F. Moura:
On connectivity, observability, and stability in distributed estimation. CDC 2010: 6639-6644 - [c6]Usman A. Khan, Soummya Kar, José M. F. Moura:
Designing the parameters of high dimensional consensus: Multi-objective optimization and pareto-optimality. ICASSP 2010: 2986-2989
2000 – 2009
- 2009
- [j4]Usman A. Khan, Soummya Kar, José M. F. Moura:
Distributed sensor localization in random environments using minimal number of anchor nodes. IEEE Trans. Signal Process. 57(5): 2000-2016 (2009) - [c5]Usman A. Khan, Soummya Kar, José M. F. Moura:
Distributed localization and tracking with coordinated and uncoordinated motion models. Allerton 2009: 202-208 - [c4]Usman A. Khan, Soummya Kar, José M. F. Moura:
Higher dimensional consensus algorithms in sensor networks. ICASSP 2009: 2857-2860 - [i4]Usman A. Khan, Soummya Kar, José M. F. Moura:
Higher Dimensional Consensus: Learning in Large-Scale Networks. CoRR abs/0904.1840 (2009) - [i3]Usman A. Khan, Soummya Kar, José M. F. Moura:
DILAND: An Algorithm for Distributed Sensor Localization with Noisy Distance Measurements. CoRR abs/0910.2743 (2009) - 2008
- [j3]Usman A. Khan, Nicholas Nguyen, Mohammed N. Afsar:
Millimeter- and Submillimeter-Wave Dielectric Measurements of Household Powders Using Fourier Transform Spectroscopy. IEEE Trans. Instrum. Meas. 57(2): 286-293 (2008) - [j2]Usman A. Khan, José M. F. Moura:
Distributing the Kalman Filter for Large-Scale Systems. IEEE Trans. Signal Process. 56(10-1): 4919-4935 (2008) - [c3]Usman A. Khan, Soummya Kar, José M. F. Moura:
A linear iterative algorithm for distributed sensor localization. ACSCC 2008: 1160-1164 - [c2]Usman A. Khan, Soummya Kar, Bruno Sinopoli, José M. F. Moura:
Distributed sensor localization in Euclidean spaces: Dynamic environments. Allerton 2008: 361-366 - [c1]Usman A. Khan, José M. F. Moura:
Distributed iterate-collapse inversion (DICI) algorithm for L-banded matrices. ICASSP 2008: 2529-2532 - [i2]Usman A. Khan, Soummya Kar, José M. F. Moura:
Distributed Sensor Localization in Random Environments using Minimal Number of Anchor Nodes. CoRR abs/0802.3563 (2008) - 2007
- [j1]Usman A. Khan, Mohammed N. Afsar:
Measurement of Broadband Dielectric Properties of Cyclohexane, Chlorobenzene, 10% Formalin, and 1, 4-Dioxane Using Dispersive Fourier Transform Spectroscopy. IEEE Trans. Instrum. Meas. 56(6): 2354-2359 (2007) - [i1]Usman A. Khan, José M. F. Moura:
Distributing the Kalman Filter for Large-Scale Systems. CoRR abs/0708.0242 (2007)
Coauthor Index
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