Cisco Technology, Inc.

Hitachi, Ltd.

Alcatel Lucent

Alcatel-lucent USA Inc.

Alcatel Wireless, Inc.

Mahbubul Alam

Seshagiri Rao Madhavapeddy

Pardeep Kohli

Ghassan Naim

Chandrodaya Prasad

Jianming Xu

Hugo J W Vliegen

Craig Donald Dubrule

Chetan Kumar Gupta

Tao Zhang

Ramanamurthy Dantu

Ahmed Khairy Farahat

Balaji S Holur

Andrew L Silver

Helder F Antunes

Sourabh Deepak Anpat

Maria Teresa Gonzalez Diaz

Arvind Betrabet

Dipanjan Ghosh

Jyoti Boppana

Chintan Patel

Tugay Eyceoz

Lijing Wang

Walid Shalaby

Adriano S Arantes

Maria Teresa Gonzales Diaz

Gregory Sin

Example implementations described herein involve systems and methods for generating an ensemble of deep learning or neural network models, which can involve, for a training set of data, generating a plurality of model samples for the training set of data, the plurality of model samples generated from deep learning or neural network methods; and aggregating output of the model samples to generate an output of the ensemble models.

Method for reproducibility of deep learning classifiers using ensembles

Apparatus, methods and logic for vehicles to determine vehicle to vehicle (V2V) safety message transmission rates for transmitting V2V safety messages based on how frequently the vehicles actually need to exchange safety messages, including factors such as vehicle velocities, distances among vehicles, and on how quickly the inter-vehicle distances are closing up. The determined V2V safety message transmission rates are selectively dynamically adjusted in accordance with detected significant changes in one or more of the inter-vehicle distances or inter-vehicle speeds. To avoid needless frequent changes to the transmission rate, statistical modeling techniques including hypothesis testing and sequential change detection are selectively used to more accurately detect significant changes in inter-vehicle distances or inter-vehicle speeds that warrant a change to the message transmission rate.

Dynamic adjustment of wireless communication transmission rates

Router

In one embodiment, a machine type communication (MTC) device can receive registration associated with a new device upon the new device registration for a computer network. The MTC device can further determine a machine-to-machine (MTM) service class for the new device based on the registration data with the service class associated with at least one network route for messages destined for the new device. The MTC device can further receive a trigger message destined for the device and route the trigger message according to the network route associated with the determined MTM service class.

Trigger message routing according to a service class

A method and system is disclosed for providing data services to a wireless mobile in a hybrid network.

Method and system for providing data services in a hybrid network

A method and system is disclosed for an internet audio gateway for delivering data based audio content to devices that are incapable of receiving and processing such content in the data form or where the device is capable of receiving and processing such data but the network is not capable of delivering such content.

Internet audio gateway

Provided is a method and system for enabling mobile devices, radio access networks (RANs), and core networks (CNs) based on different specifications and underlying technologies to communicate. The mobile device and the RAN may be based on one technology, such as a code division multiple access (CDMA) specification, while the CN may be based on another technology, such as a global system for mobile communications (GSM) specification. The method takes a CDMA message received by the RAN, converts it into a corresponding GSM message, and passes it to the CN. Alternatively, a new GSM message may be created. Similarly, a GSM message from the CN may be converted into a CDMA message (or a new CDMA message may be created) and the CDMA message passed on to the RAN. The method may also initiate a function or procedure in one portion of a network using one technology when a certain message is received from another portion of the network using a different technology. This provides a cost-effective and flexible process that, among other advantages, enables the mobile device to communicate with incompatible CNs.

Method and system for providing wireless services using an access network and a core network based on different technologies

A method and system for indicating quality of a radio frame transmitted over a wireless link includes receiving a radio frame from the wireless link. A power indicator for the radio frame is determined based on a power control trend of the wireless link. A quality indicator for the radio frame is generated based on the power indicator.

Quality indicator and method for frame selection in wireless network

Growing community of inventors

Dallas, TX, United States of America

Mahbubul Alam