Robust adaptive monopulse algorithm based on main lobe constraints and subspace tracking
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING
Authors: Qiu, Shuang; Ma, Xiaofeng; Sheng, Weixing; Han, Yubing; Zhang, Renli
Abstract
In continuous wave (CW) radar and high pulse repetition frequency pulse-Doppler (HPRF-PD) radar, the interference plus noise sample snapshots are hard to be obtained. The desired signal in the received snapshots makes the LCMV-based adaptive monopulse algorithm sensitive to pattern look direction error. A linearly constrained subarray robust adaptive monopulse algorithm based on main lobe maintenance constraint and subspace tracking is developed in this paper. The constraint of main lobe maintenance is obtained by signal subspace projection. The bi-iterative least-square (Bi-LS) subspace tracking is used to update the signal subspace, and a power-associated method is developed to determine the dimension of the projection subspace automatically. The proposed robust adaptive monopulse algorithm can achieve high-angle estimation accuracy and good robustness to look direction error while expending only one additional degree of freedom compared to conventional LCMV-based method.
PI3K Orchestrates T Follicular Helper Cell Differentiation in a Context Dependent Manner: Implications for Autoimmunity
FRONTIERS IN IMMUNOLOGY
Authors: Preite, Silvia; Huang, Bonnie; Cannons, Jennifer L.; McGovern, Dorian B.; Schwartzberg, Pamela L.
Abstract
T follicular helper (Tfh) cells are a specialized population of CD4(+) T cells that provide help to B cells for the formation and maintenance germinal centers, and the production of high affinity class-switched antibodies, long-lived plasma cells, and memory B cells. As such, Tfh cells are essential for the generation of successful long-term humoral immunity and memory responses to vaccination and infection. Conversely, overproduction of Tfh cells has been associated with the generation of autoantibodies and autoimmunity. Data from gene-targeted mice, pharmacological inhibitors, as well as studies of human and mice expressing activating mutants have revealed that PI3K delta is a key regulator of Tfh cell differentiation, acting downstream of ICOS to facilitate inactivation of FOXO1, repression of Klf2 and induction of Bcl6. Nonetheless, here we show that after acute LCMV infection, WT and activated-PI3K delta mice (Pik3cd(E1020K/+)) show comparable ratios of Tfh:Th1 viral specific CD4(+) T cells, despite higher polyclonal Tfh cells in Pik3cd(E1020K/+) mice. Thus, the idea that PI3K activity primarily drives Tfh cell differentiation may be an oversimplification and PI3K-mediated pathways are likely to integrate multiple signals to promote distinct effector T cell lineages. The consequences of dysregulated Tfh cell generation will be discussed in the context of the human primary immunodeficiency "Activated PI3K-delta Syndrome" (APDS), also known as "p110 delta-activating mutation causing senescent T cells, lymphadenopathy and immunodeficiency" (PASLI). Overall, these data underscore a major role for PI3K signaling in the orchestration of T lymphocyte responses.