Aurora Operations, Inc.

Ours Technology, LLC

Intuit, Inc.

Aurora Opeations, Inc.

Sen Lin

Andrew Steil Michaels

Lei Wang

James Ferrara

Amir Hosseini

Pruthvi Jujjavarapu

Xue Wu Liu

Phillip Sandborn

Dong Liu

Zhizhong Tang

Parth Panchal

Ashish Bhardwaj

Imbert Yuyen Wang

Navin Kumar Jammula

Yongxuan Liang

Chun-Che Peng

Gevorg Martuni Nahapetian

Zihan Jiang

Estela Ramirez Ramirez

Hui Luo

Xiaotang Shao

Shreyas Badiger Mahadev

Yuxuan Zhu

Jr James Ferrara

Certain aspects of the disclosure provide techniques for predictive autoscaling. A method includes determining resource utilization metrics for a plurality of instances of a service running in a container-based cluster for a plurality of timestamps over a period of time; applying a smoothing filter to the resource utilization metrics to obtain smoothed resource utilization metrics; adjusting each of the smoothed resource utilization metrics by a nominal value; calculating a plurality of ratio metrics for the smoothed resource utilization metrics; processing, with a machine learning (ML) model trained to perform resource utilization forecasting, the plurality of ratio metrics and to predict a future ratio metric for the service after a prediction time window; determining a future resource utilization for the service after the prediction time window based on the future ratio metric; and automatically adjusting configuration parameter(s) to modify a state of the container-based cluster based on the future resource utilization.

Resource utilization forecasting for predictive autoscaling

A light detection and ranging (LIDAR) sensor system includes a plurality of LIDAR pixels and a local oscillator module. The local oscillator module is coupled to the plurality of LIDAR pixels. The local oscillator module includes a first local oscillator input configured to receive a first local oscillator signal and a second local oscillator input configured to receive a second local oscillator signal. The local oscillator module is configured to provide the first local oscillator signal or the second local oscillator signal to a first LIDAR pixel of the plurality of LIDAR pixels.

Lidar with switchable local oscillator signals

A light detection and ranging (LIDAR) system includes a transmitter, a receiving pixel, a rotating mirror, and a beam displacement apparatus. The transmitter is configured to emit a transmit beam. The receiving pixel is configured to receive a returning beam. The rotating mirror is configured to direct the transmit beam to a target and direct the returning beam to the receiving pixel. The beam displacement apparatus is disposed between the receiving pixel and the rotating mirror. The beam displacement apparatus is configured to introduce a displacement to the returning beam to compensate for a spacing between the transmitter and the receiving pixel.

Beam displacement apparatus for light detection and ranging

The present disclosure is directed to a manufacturing process for a LIDAR system with individualized semiconductor optical amplifier (SOA) dies including: (a) forming a plurality of SOA regions on a semiconductor wafer; (b) dicing the semiconductor wafer to produce a plurality of individualized SOA dies, the plurality of individualized SOA dies respectively including the plurality of SOA regions; (c) aligning the plurality of individualized SOA dies with one or more array inputs, the one or more array inputs configured to provide a beam from a light source to the plurality of individualized SOA dies; and (d) aligning the plurality of individualized SOA dies with one or more array outputs, the one or more array outputs configured to provide the beam from the plurality of individual SOA dies to an emitter.

Manufacturing process for LIDAR system with individualized semiconductor optical amplifier dies

A LIDAR system for a vehicle can include a receiver die having one or more light sensitive components and one or more optical isolation trenches configured to optically isolate the one or more light sensitive components on the receiver die; wherein the one or more optical isolation trenches are arranged such that light does not pass in a direct path through the receiver die.

LIDAR sensor system with improved optical isolation features

A light detection and ranging (LIDAR) device that may be included in an autonomous vehicle includes a transmit optical coupler, a first receive optical coupler, and a second receive optical coupler. The transmit optical coupler is positioned between the first and second receive optical couplers to enable the receive optical couplers to receive a return beam that may be directed (by a mirror) to either side of the transmit optical coupler. The first and second receive optical couplers may include dual-polarization optical couplers and may each be coupled to two coherent receivers to support dual-polarization return beam reception.

LIDAR sensor system including dual-polarization in-coupling gratings

A light detection and ranging (LIDAR) sensor system includes a circuit module. The circuit module includes a silicon substrate having a first thermal feature. The circuit module includes a III-V semiconductor substrate coupled to the silicon substrate, the III-V semiconductor substrate having a second thermal feature. The circuit board includes an optical device coupled to the III-V semiconductor substrate, the optical device configured to output a transmit beam. The circuit module further includes a plurality of vias disposed in a particular portion of the silicon substrate, where the particular portion corresponds to the III-V semiconductor substrate, at least one of the plurality of vias having a third thermal feature. The LIDAR system further includes a scanner configured to direct the transmit beam to an environment of the vehicle.

Systems and methods of LIDAR sensor systems having integrated semiconductor devices

A light detection and ranging (LIDAR) transceiver includes optical antenna arrays and an optical switch. Some of the optical antenna arrays include a number of optical antennas and an optical splitter coupled to the optical antennas. The optical splitter may include a number of passive optical splitters. The optical splitter provides a portion of an input signal to the optical antennas. The optical switch is configured to selectively provide the input signal to at least one of the plurality of optical antenna arrays. The optical switch enables addressable field of view scanning by selectively providing the input signal to the plurality of antenna arrays, one array at a time.

Coherent LIDAR system including optical antenna array

A LIDAR transceiver includes a source input, coherent cells, and an optical switch. The optical switch is configured to switchably couple the source input to the coherent cells. At least one of the coherent cells includes an input port, an optical antenna, and a splitter. The input port is coupled to the optical switch and the splitter is coupled between the input port and the optical antenna. The splitter is configured to split a received portion of a laser signal into a local oscillator signal and a transmit signal, where the transmit signal is emitted through the optical antenna. A reflection of the transmit signal is received through the optical antenna as a reflected signal, where the splitter is further configured to output a return signal that is a portion of the reflected signal.

Switchable coherent pixel array for frequency modulated continuous wave light detection and ranging

A structure of a silicon photonics device for LIDAR includes a first insulating structure and a second insulating structure disposed above one or more etched silicon structures overlying a substrate member. A metal layer is disposed above the first insulating structure without a prior deposition of a diffusion barrier and adhesion layer. A thin insulating structure is disposed above the second insulating structure. A first configuration of the metal layer, the first insulating structure and the one or more etched silicon structures forms a free-space coupler. A second configuration of the thin insulating structure above the second insulating structure forms an edge coupler.

Silicon photonics device for LIDAR sensor and method for fabrication

A light detection and ranging (LIDAR) sensor system includes a dual-polarization optical antenna, a single-polarization optical antenna, a first receiver, and a second receiver. The dual-polarization optical antenna is configured to (i) emit a transmit beam with a first polarization orientation and (ii) and detect a return beam having a second polarization orientation. The single-polarization optical antenna is configured to detect the return beam having the second polarization orientation.

LIDAR sensor system including a dual-polarization transmit and receive optical antenna

LIDAR with switchable local oscillator signals

A light detection and ranging (LIDAR) system include one or more LIDAR pixels including a transmit optical antenna, a receive optical antenna, a first receiver, and a second receiver. The transmit optical antenna is configured to emit a transmit beam. The receive optical antenna is configured to detect (i) a first polarization orientation of a returning beam and (ii) a second polarization orientation of the returning beam.

LIDAR pixel with dual polarization receive optical antenna

A light detection and ranging (LIDAR) device includes a substrate layer, a cladding layer, a waveguide, and an ohmic element. The cladding layer is disposed with the substrate layer. The waveguide runs through the cladding layer. The ohmic element runs through the cladding layer. The ohmic element is arranged to impart heat to the waveguide when an electrical current is driven through the ohmic element.

Heat dissipation for LIDAR sensors

A light detection and ranging (LIDAR) system for a vehicle can include: a light source configured to output a beam; a photonics integrated circuit (PIC) including a semiconductor die, the semiconductor die comprising a substrate having two or more semiconductor devices formed on the substrate, the two or more semiconductor devices configured to receive the beam from the light source and modify the beam and at least one photonics die coupled to the semiconductor die, the at least one photonics die comprising at least a transmitter configured to receive the beam from the semiconductor die; and one or more optics configured to receive the beam from the transmitter and emit the beam towards an object in an environment of the vehicle.

Growing community of inventors

Santa Clara, CA, United States of America

Sen Lin