Abstract: Systems, methods, apparatuses, and computer program products for hierarchical coding. One method may include encoding, by a layer-0 autoencoder, bit sequence x into a layer-0 codeword. The method may further include transmitting, by the layer-0 autoencoder, the layer-0 codeword over a channel, and decoding, by the layer-0 decoder, a received layer-0 codeword.

Abstract: Systems, methods, apparatuses, and computer program products for hierarchical coding. One method may include encoding, by a layer-0 autoencoder, bit sequence x into a layer-0 codeword. The method may further include transmitting, by the layer-0 autoencoder, the layer-0 codeword over a channel, and decoding, by the layer-0 decoder, a received layer-0 codeword.

Abstract: According to an example embodiment, a method may include determining, by a base station, a past beam sequence for a user equipment (UE), determining, by the base station based on the past beam sequence for the user equipment and a beam sequence model, a predicted future beam sequence for the user equipment, wherein the predicted future beam sequence indicates a predicted sequence of beams over time for communication between the user equipment and the base station, and performing, by the base station, a beam-related action based on the predicted future beam sequence for the user equipment.

Abstract: A method for controlling a plurality of Wi-Fi clients and a plurality of Wi-Fi Access Points (APs) is provided. The method receives M1 and M2 for the Wi-Fi clients and M3 for the Wi-Fi APs. For a respective Wi-Fi client configured to operate on a channel, M1 is a Received Signal Strength Indication (RSSI) from a serving Wi-Fi AP and M2 is an aggregated level of interference from other than the serving Wi-Fi AP. For a respective Wi-Fi AP, M3 is a level of interference received from other of the Wi-Fi APs operating on the channel. The method generates distributions of M1, M2 and M3, sets a Clear Channel Assessment-Energy Detection (CCA-ED) threshold and a Clear Channel Assessment-Carrier Sense (CCA-CS) threshold based on the distributions of M1, M2 and M3, and transmits the thresholds to the Wi-Fi clients and Wi-Fi APs.

Abstract: An example method of tactical communication is provided. The method includes receiving information indicating a tactical situation associated with a target area. The tactical situation is one of a missile in-flight, an eavesdropper, a signal jammer, and a transceiver located in a zone of interest. The method further includes performing a beamforming process including instructing transmission of a plurality of signaling beams from one or more transmitters toward the target area. The tactical situation may be associated with a foe and the plurality of signaling beams generate interference inhibiting communication with by the foe. The tactical situation may be associated with a friend and the plurality of signaling beams generate decodable signal for enhancing communication with the friend.

Abstract: A method for controlling a plurality of Wi-Fi clients and a plurality of Wi-Fi Access Points (APs) is provided. The method receives M1 and M2 for the Wi-Fi clients and M3 for the Wi-Fi APs. For a respective Wi-Fi client configured to operate on a channel, M1 is a Received Signal Strength Indication (RSSI) from a serving Wi-Fi AP and M2 is an aggregated level of interference from other than the serving Wi-Fi AP. For a respective Wi-Fi AP, M3 is a level of interference received from other of the Wi-Fi APs operating on the channel. The method generates distributions of M1, M2 and M3, sets a Clear Channel Assessment-Energy Detection (CCA-ED) threshold and a Clear Channel Assessment-Carrier Sense (CCA-CS) threshold based on the distributions of M1, M2 and M3, and transmits the thresholds to the Wi-Fi clients and Wi-Fi APs.

Abstract: A method of small cell deployment is performed in response to an initialization request or a performance alarm. The method includes selecting an initial number (N) of small cell candidate locations of one or more feasible small cell locations for small cells on a three dimensional grid of nodes representation of an area of interest and determining, feasible M-sized small cell tuples having small cells that do not conflict with each other, wherein M has an initial value less than or equal to N. The method also computes at least one performance Key Performance Indicator (KPI) for a subset of the feasible M-sized small cell tuples, and searches for a first tuple of the subset of the feasible M-sized small cell tuples, the at least one performance KPI of the first tuple satisfying one or more constraints on the small cell deployment.

Abstract: An example system includes a plurality of wireless communication elements and a controller. The plurality of wireless communication elements are configured to provide wireless service to a geographic area of interest, each wireless communication element comprising at least an antenna port or at least one antenna. The controller is configured to control the wireless communication elements, wherein the controller is configured to determine respective ones of the wireless communication elements that are to be activated or not activated.

Abstract: An example method of tactical communication is provided. The method includes receiving information indicating a tactical situation associated with a target area. The tactical situation is one of a missile in-flight, an eavesdropper, a signal jammer, and a transceiver located in a zone of interest. The method further includes performing a beamforming process including instructing transmission of a plurality of signaling beams from one or more transmitters toward the target area. The tactical situation may be associated with a foe and the plurality of signaling beams generate interference inhibiting communication with by the foe. The tactical situation may be associated with a friend and the plurality of signaling beams generate decodable signal for enhancing communication with the friend.

Abstract: Various methods and devices are provided to improve wireless communications. In one method, a need for additional wireless service in a target area is detected (401). As part of a first-layer beamforming process, a signaling beam is directed (402) toward the target area. As part of a second-layer beamforming process, at least some inter-cell interference is canceled (403) in the target area. In another method, a wireless denial of service (WDoS) attack from a first wireless node is detected (501). A signaling beam is directed (502) toward the first wireless node to suppress signaling from the first wireless node. While suppressing this signaling, service is provided (503) to other wireless nodes.

Abstract: An example system includes a plurality of wireless communication elements and a controller. The plurality of wireless communication elements are configured to provide wireless service to a geographic area of interest, each wireless communication element comprising at least an antenna port or at least one antenna. The controller is configured to control the wireless communication elements, wherein the controller is configured to determine respective ones of the wireless communication elements that are to be activated or not activated.

Abstract: An antenna and radio frequency unit (ARFU) that is external to a wireless transmit/receive unit (WTRU) includes a radio frequency (RF) front end device and an antenna in communication with the RF front end device. The RF front end device is in communication with the WTRU.