GreenWaves GAP8 is a Low Power RISC-V IoT Processor Optimized for Artificial Intelligence Applications

GAP8-Block-Diagram

GreenWaves Technologies, a fabless semiconductor startup based in Grenoble, France, has designed GAP8 IoT application processor based on RISC-V architecture, and optimized for image and audio algorithms including convolutional neural network (CNN) inference with high energy efficiency thanks to an 8-core computational cluster combined with a convolution hardware accelerator. The design is based on RISC-V based Parallel Ultra Low Power (PULP) computing open-source platform. The new processor targets industrial and consumer products integrating artificial intelligence, and advanced classification such as image recognition, counting people and objects, machine health monitoring, home security, speech recognition, consumer robotics, wearables and smart toys. Some of GAP8 processor specifications: 1x extended RISC-V fabric controller core with 16 kB data and 4 kB instruction cache for system control 8x extended RISC-V compute cores with 64 kB shared data memory and 16 kB shared instruction cache 1x Hardware optimized synchronization unit 1x Hardware Convolution Engine (HWCE) Multi […]

STMicro STM32WB Dual Core Cortex M4/M0+ MCU Comes with Bluetooth 5 & 802.15.4 Radios

STMicro has announced yet another family part of their STM32 portfolio with STM32WB micro-controller family featuring an Arm Cortex M4 application core, a Cortex M0+ core to offload the main core of networking tasks, as well as Bluetooth 5 and 802.15.4 radios. The MCU’s 802.15.5 radio can run other wireless protocols concurrently, including OpenThread, ZigBee, or proprietary protocols used to connect devices to the Internet of Things (IoT). STM32WB MCUs share the following key specifications: Application Core – Arm Cortex-M4 CPU @ up to 64 MHz with FPU, adaptive real-time accelerator (ART Accelerator), MPU, 80 DMIPS and DSP instructions Memory  – Up to 256 KB RAM, including 64 KB with hardware parity check, 20×32-bit Backup Register Storage Up to 1 MB Flash with sector protection (PCROP) against R/W operations for Bluetooth Low Energy and 802.15.4 SW stack Quad SPI memory interface with XIP Radio 2.4 GHz RF transceiver supporting Bluetooth […]

Arm Kigen Puts SIM Card Functionality Right into IoT SoCs

Most cellular devices rely on SIM cards, and while with micro and nano SIM, the card has become smaller the electronics and connection remains the same. More recently, we’ve started to see boards featuring eSIM (embedded SIM), a chip soldered directly to the board that’s remotely provisioned by a local mobile network operator, so no more card needed, and the chip should not be tied to a single operator, so you can change plan whenever you want. But soon we won’t be able to find out if a board supports cellular connectivity by looking for a SIM card slot or eSIM chip  – although the antenna(s) will still be there, and give a pretty obvious clue – , as Arm has now unveiled Kigen that integrates SIM identity directly into SoCs for the Internet of Things. This will enable what the company (the industry?) call integrated SIMs (iSIM) combining an […]

Synthetic Sensors Combine Multiple Sensors and Machine Learning for General-Purpose Sensing

Sensors can be used to get specific data for example temperature & humidity or light intensity, or you can combine an array of sensors and leverage sensor fusion to combines data from the sensors to improve accuracy of measurement or detect more complex situation. Gierad Laput, Ph.D. student at Carnegie Mellon University, went a little further with what he (and the others he worked with) call Synthetic Sensors. Their USB powered hardware board includes several sensors, whose data can then be used after training through machine learning algorithms to detect specific events in a room, car, workshop, etc… List of sensors in the above board (at frequency at which data is gathered): PANASONIC GridEye AMG8833 IR thermal camera  (10 Hz) TCS34725 color to digital converter (10 Hz) MAG3110F magnetometer (10 Hz) BME280 temperature & humidity sensor, barometer (10 Hz) MPU6500 accelerometer (4 kHz) RSSI data out of 2.4 GHz WiFi […]

Inforce 6320 Snapdragon 410E Powered IoT Edge Gateway Launched for $250

Inforce Computing launched several boards and modules based on Snapdragon 410/410E including 6301 SoM and 6309 micro SBC, which their customers can integrate into their own products. The company has now launched an “Application Ready Platform” with Inforce 6320 IoT/IoE (Internet of Everything) edge routers that can be deployed directly by their customers. Inforce 6320 comes with a Snapdragon 410E board with dual Gigabit Ethernet, a Wireless module with WiFi and Bluetooth, USB 2.0 ports, a micro HDMI port and other interfaces, as well as a rugged metal enclosure also used for cooling.Inforce 6320 IoT gateway specifications: SoC – Qualcomm Snapdragon 410E processor (APQ8016E) with four ARM Cortex-A53 64-bit CPU @1.2GHz, Adreno 306 GPU with support for OpenGL ES 3.0, DirectX, and OpenCL, Hexagon QDSP6 @ 700MHz System Memory and Storage – 1GB LPDDR3 RAM + 8GB eMMC (eMCP package); MicroSD card connector Connectivity 802.11 b/g/n 2.4GHz WiFi, BT 4.1 […]

LTE Cat M and NB-IoT Shield for Arduino Features SIMCom SIM7000-Series Module (Crowdfunding)

SIM7000-NB-IoT-Arduino-Shield

We’ve already covered several NB-IoT (and/or LTE Cat M1) Arduino shields with products like RAK Wireless WisLTE, Sixfab Arduino NB-IoT shield, or AIS NB-IoT shield, which all happen to come with Quectel modules. A young self-taught engineer has decided to make his own Arduino eMTC/NB-IoT shield, but based on a SIMCom SIM7000-series module instead of a Quectel one found in the other aforementioned products. Board specifications: Cellular Module (one of the list depending on your location) SIM7000A LTE Cat M1 & NB-IoT module certified for AT&T and Verizon in the US SIM7000C Cat M1/NB-IoT module with 2G/2.5G fallback for the Chinese market SIM7000E Cat M1/NB-IoT module with 2G/2.5G fallback for the European market Note: The developer is also looking into SIM7000G module which should work globally, but the option is not available for now Micro SIM card holder GNSS – GPS/GLONASS with 2.5m accuracy supported by SIMCom modules Antenna – […]

STMicro Introduces Two STM32 Discovery Kits with 2G/3G or 4G LTE-IoT Cat M1/NB1 Connectivity

Embedded World 2018 trade fair will take place on  on take place on February 27 – March 1 in Nuremberg, Germany, and we’re starting to see some company announce new products and solutions for the embedded market. STMicro has just announced their showcase their very first cellular development kits at the event, based on a display-less variant on their 32L496GDISCOVERY Discovery board with cellular add-on boards: P-L496G-CELL01 Discovery kit with with a 2G/3G modem P-L496G-CELL02 Discovery kit with with an LTE-IoT Cat M1 (eMTC) / NB1 (NB-IoT) / 2G model Now the company has not started designed their own cellular modem, but instead relying on QUECTEL modems. Both kits share most of the same specifications: MCU – STMicro STM32L496AGI6 Arm Cortex M4F MCU@ 80 MHz with 1 MB Flash, 320 KB RAM in a UFBGA169 package On-board memory – 8 Mbit PSRAM On-board + external storage – 32 KB I2 […]

Wibeee Power Monitoring Device Plugs right into Your Home’s Circuit Breaker Box

We’ve covered several smart plugs or switches capable of monitoring electricity consumption and displaying results right in a smarphone app, or computer’s web browser with products such as Sonoff S31 or Broadlink SP2 WiFi smart sockets, or Sonoff POW switch. Those work for individual plugs, but if you want to cover your full house, you’d need several of those, and in some case it may not be so convenient as no plugs may be available for example for lights or air conditioner. Smilics Technologies has come up with an easier method, although less granular, thanks to their WIBEEE device that clips to your fuse / circuit breaker box using DINZERO “clip-on” technology, and available in single and  three phase models. Main features: Voltage Range – 85 to 265 V AC @ 50 ~ 60 Hz with 2% accuracy + variation in range of use depending on temperature, humidity, etc… Current […]

EmbeddedTS embedded systems design