Abstract: A DTaaS architecture is described to support communication-side optimization and to reduce communication overhead while meeting necessary reliability and latency requirements. The disclosure describe techniques for utilizing DT resources for V2X environments using both virtual and physical “twin” resources to achieve improved resiliency. Moreover, to optimize redundancy costs, the ratio of virtual DT nodes to physical DT nodes may be asymmetrical. An asymmetric approach to DT redundancies involving both virtual and physical resources enables greater flexibility in managing deployment costs.

Abstract: A device may include a processor configured to obtain context information of a plurality of nodes that are configured to communicate according to a publish and subscribe pattern, wherein the context information represents attributes associated with services that each node is able to provide for a collaboration with a further node; determine, in response to a received collaboration request representative of one or more conditions of a collaboration sought by a requester node, one or more nodes of the plurality of nodes that meet the one or more conditions of the collaboration based on the context information of the plurality of nodes; and encode discovery information for a transmission to the requester node, wherein the discovery information is representative of an attribute required to communicate with the determined one or more nodes according to the publish and subscribe pattern.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to protect distributed data. An example apparatus includes at least one memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to detect a key identifier combination from a distributed key, identify a match between the key identifier combination and a platform identifier combination, extract a second key from the distributed key, the second key associated with the object, and decrypt the object via the extracted second key.

Abstract: Systems and techniques for location management are described herein. In an example, a system may include at least one processor and at least one memory with instructions stored thereon that when executed by the processor, cause the processor to obtain data originating from one or more sensors proximate to the location. A trained activity-based detection model may identify an activity at the location and perform a determination of a service to be offered at the location based on the detected activity. The system may then send a message to a user offering the service to the user, and in response to receiving an authorization accepting the service from the user, cause the service to be implemented at the location, which may include classifying the service as a service type, matching the service type to a service provider, and sending a notification to the service provider.

Abstract: An apparatus including an interface configured to receive first sensor data representative of a monitoring of an environment according to a first modality and second sensor data representative of a monitoring of the environment according to a second modality; and a processor configured to provide the first sensor data to an input of a first trained generative model configured to generate first output data comprising a first extracted feature of the first sensor data in a latent space; provide the second sensor data to an input of a second trained generative model configured to generate second output data comprising a second extracted feature of the second sensor data in the latent space; and combine the first output data and the second output data to generate a combined feature.

Abstract: An apparatus of a communication device, the apparatus may include: an interface configured to transmit a sensing signal and receive a reflected sensing signal; and a processor configured to: determine a sensing signal configuration of a further communication device; estimate a sensing interference of the further communication device based on the sensing signal configuration; and perform an interference cancellation on the reflected sensing signal using the sensing interference.

Abstract: A controller is provided. The controller comprises a processor configured to determine multiple power saving modes based on a power saving model of a network communicative road sensing system and on a power saving target assigned to the road sensing system; the multiple power saving modes comprising a first power saving mode for a first power consuming subsystem of the road sensing system and a second power saving mode for a second power consuming subsystem of the road sensing system; generate a recommendation for the road sensing system to operate in accordance with the multiple power saving modes.

Abstract: System and techniques for network slice resiliency are described herein. An indication of a fault-attack-failure-outage (FAFO) event for a network slice may be received. Here, the network slice is one of multiple network slices. A capacity in a slice segment may be estimated to determine whether there is enough capacity to meet a service level agreement (SLA) of the multiple network slices based on the FAFO event. In this case, the slice segment is a set of physical resources shared by the multiple network slices. Operation of the slice segment may then be modified based on results from estimating the capacity in the slice segment to address impacts from the FAFO event.

Abstract: The present disclosure is related to Intelligent Transport Systems (ITS), and in particular, to service dissemination basic services (SDBS) and/or collective perception service (CPS) of an ITS Station (ITS-S). Implementations of how the SDBS and/or CPS is arranged within the facilities layer of an ITS-S, different conditions for service dissemination messages (SDMs) and/or collective perception message (CPM) dissemination, and format and coding rules of the SDM/CPS generation are provided.

Abstract: An apparatus including a memory and a processor configured to: obtain a range-Doppler periodogram of received sensing signals, wherein the range-Doppler periodogram is representative of one or more targets within a Doppler span; estimate a range-Doppler coordinate outside the Doppler span for the one or more targets; and selectively process a range-Doppler spectrum of the received sensing signals for the range-Doppler coordinate within a Doppler interval smaller than the Doppler span.

Abstract: An apparatus including a memory and a processor configured to: determine a plurality of coverage areas of a plurality of radio access nodes based on locations and functionalities of the plurality of radio access nodes, identify one or more coverage holes within the plurality of coverage areas based on sensing operation outputs of the plurality of radio access nodes, and determine one or more beams associated with the plurality of radio access nodes based on the plurality of coverage areas and the one or more coverage holes.

Abstract: Disclosed embodiments include technologies for improving safety mechanisms in computer assisted and/or automated driving (CA/AD) vehicles for protecting vulnerable road users (VRUs). Embodiments include various mechanisms to enable early Responsibility Sensitive Safety (RSS) checks for the CA/AD vehicles driving policy to protect in-danger VRUs. Embodiments also include controlled forwarding mechanisms to notify other CA/AD vehicles and roadside infrastructure when a potentially dangerous situation is detected. Other embodiments are described and/or claimed.

Abstract: Disclosed herein is a roadside unit with a radio frontend port configured to receive a first signal representing a radiofrequency transmission according to a first radio communication protocol, to receive a second signal representing a radiofrequency transmission according to a second radio communication protocol. A first processing subsystem configured to execute a first baseband process of the first radio communication protocol on the first signal and to generate a first output signal as an output of the first baseband process. A second processing subsystem configured to execute a baseband process of the second radio communication protocol on the second signal and to generate a second output signal as an output of the second baseband process. The first processing subsystem is a first software containerization or a first machine virtualization of the processor, wherein the second processing subsystem is a second software containerization or a second machine virtualization of the processor.

Abstract: A digital twin model is generated for physical nodes of an edge network. The digital twin model includes a digital twin for a physical node of the physical nodes. An error is identified of the physical node or the digital twin for the physical node. The digital twin model is updated to halt communication with the physical node or the digital twin of the physical node. A path is created to another physical node or a digital twin of the another physical node in the digital twin model.

Abstract: An apparatus can include transceiver circuitry to generate at least one sensing transmit beam. The apparatus can include a processor coupled to the transceiver circuitry to determine an interference field of view (FoV) of the at least one sensing transmit beam and receive a time or frequency resource allocation for subsequent transmissions based on the interference FoV information.

Abstract: Disclosed herein are devices, methods, and systems for predicting channel status information (CSI) values and their confidence levels. The system may obtain a current CSI value of a wireless channel at a current time and generate, based on the current CSI value and a learning model that is based on CSI values and CSI predictions, a predicted CSI value and a confidence metric. The system may generate a recommended periodicity of CSI measurements of the wireless channel. In addition, the confidence metric is for the predicted CSI value based on the learning model, wherein the confidence metric indicates a level of confidence in the predicted CSI value for the prediction time. The system may adjust a scheduling parameter for the wireless channel based on the predicted CSI value and the confidence metric.

Abstract: The present disclosure describes mechanisms to manage session continuity for edge computing services for edge service consumers. The session management mechanisms include continuity or handing over edge service sessions between edge computing platforms in a same edge compute cluster and between edge computing platforms in different edge compute clusters. The session management mechanisms include edge computing platform switching/handover for user equipment capable of utilizing multiple access network connections and/or multiple access technologies. The described solutions can provide edge service session continuity between connected vehicles and road side units and/or edge compute nodes.

Abstract: Systems and techniques for location management are described herein. In an example, a system may include at least one processor and at least one memory with instructions stored thereon that when executed by the processor, cause the processor to obtain data originating from one or more sensors proximate to the location. A trained activity-based detection model may identify an activity at the location and perform a determination of a service to be offered at the location based on the detected activity. The system may then send a message to a user offering the service to the user, and in response to receiving an authorization accepting the service from the user, cause the service to be implemented at the location, which may include classifying the service as a service type, matching the service type to a service provider, and sending a notification to the service provider.

Abstract: Systems and techniques for mobility-as-a-service for user experience are described herein. An orchestration log may be maintained that includes current orchestration data. An orchestration backup record may be generated that includes alternate MaaS nodes on the MaaS network. It may be determined that connectivity is lost to a first orchestration container hosted by a first MaaS node. An orchestration container is generated using the orchestration log to maintain orchestration functionality. An available second MaaS node is identified from the alternate MaaS nodes. The orchestration container may be transferred to the second MaaS node.

Abstract: The present disclosure describes local breakout for edge computing systems, wherein the local breakout selectively routes the traffic from/to a user equipment between an edge compute node or some other service such as a core network, cloud computing service, or the like. Packets related to microservices that are offered by the edge compute node are routed to the edge compute node instead of routing those packets to the core network, and packets that are not related to the microservices provided by the edge compute node are routed to the core network or to another network such as a data network or cloud computing service. In these ways, the local breakout mechanisms provide low latency and reduced network resource consumption for the microservices and decreased data traffic load on the core network.