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Inverse extended Kalman filter—Part I: fundamentals
H Singh, A Chattopadhyay… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recent advances in counter-adversarial systems have garnered significant research
attention to inverse filtering from a Bayesian perspective. For example, interest in estimating …
attention to inverse filtering from a Bayesian perspective. For example, interest in estimating …
Inverse unscented Kalman filter
Rapid advances in designing cognitive and counter-adversarial systems have motivated the
development of inverse Bayesian filters. In this setting, a cognitive 'adversary'tracks its target …
development of inverse Bayesian filters. In this setting, a cognitive 'adversary'tracks its target …
Hybrid data-induced Kalman filtering approach and application in beam prediction and tracking
Beam prediction and tracking (BPT) are key technology for high-frequency communications.
Typical techniques include Kalman filtering and Gaussian process regression (GPR) …
Typical techniques include Kalman filtering and Gaussian process regression (GPR) …
Inverse cubature and quadrature Kalman filters
Recent research in inverse cognition with cognitive radar has led to the development of
inverse stochastic filters that are employed by the target to infer the information the cognitive …
inverse stochastic filters that are employed by the target to infer the information the cognitive …
Inverse cognition in nonlinear sensing systems
H Singh, A Chattopadhyay… - 2022 56th Asilomar …, 2022 - ieeexplore.ieee.org
Inverse cognition aims to estimate the 'estimate'of a defender's state inferred by an
adversarial cognitive system such as radar when the defender observes the attacker's …
adversarial cognitive system such as radar when the defender observes the attacker's …
Latent Maximum Entropy based Cognitive Radar Reward Function Estimation With Non-ideal Observations
L Zhang, M Zhu, J Qin, Y Li - IEEE Transactions on Aerospace …, 2024 - ieeexplore.ieee.org
The concept of “inverse cognition” has recently emerged and has garnered significant
research attention in the radar community from aspects of inverse filtering, inverse cognitive …
research attention in the radar community from aspects of inverse filtering, inverse cognitive …
Counter-adversarial learning with Inverse Unscented Kalman filter
In counter-adversarial systems, to infer the strategy of an intelligent adversarial agent, the
defender agent needs to cognitively sense the information that the adversary has gathered …
defender agent needs to cognitively sense the information that the adversary has gathered …
Inverse Particle Filter
In cognitive systems, recent emphasis has been placed on studying the cognitive processes
of the subject whose behavior was the primary focus of the system's cognitive response. This …
of the subject whose behavior was the primary focus of the system's cognitive response. This …
Inverse Particle and Ensemble Kalman Filters
In cognitive systems, recent emphasis has been placed on studying cognitive processes of
the subject whose behavior was the primary focus of the system's cognitive response. This …
the subject whose behavior was the primary focus of the system's cognitive response. This …
对先进多功能雷达系统行为的识别, 推理与预测: 综述与展望
王沙飞, 朱梦韬, **云杰, 杨健, **岩 - 信号处理, 2024 - signal.ejournal.org.cn
多功能雷达(Multi-Function Radar, MFR) 是先进体制雷达辐射源的典型代表,
其能够在雷达时间线上对多个目标调度多个同时执行的任务, 具有波束指向瞬时调度 …
其能够在雷达时间线上对多个目标调度多个同时执行的任务, 具有波束指向瞬时调度 …