30 Years of TI s DSP: what s next? Fernando Mujica, Ph.D. Director, System Architectures Research Lab

Transcription

1 30 Years of TI s DSP: what s next? Fernando Mujica, Ph.D. Director, System Architectures Research Lab

2 Outline History of the DSP DSP evolution from theory to processor to enabler Past, present and Future of the DSP Applications Tools

3 DSP Theory Algorithm Kings: The Birth of Digital Signal Processing, Al Oppenheim, June 2012

4 From the beginning DSPs changed the way electronics educated and entertained

5 The first 15 years HDD Modems Hearing aids TMS Military Medical Imaging 3D Graphics TMS320C3x 1988 Military Medical Imaging 3D Graphics TMS320C4x 1991 Telecom Video & Imaging Vision TMS320C6x TMC0280 Speak & Spell 1984 TMS320C2x Control Motor control Power supplies 1991 TMS320C5x HDD Cell phones Modems 1994 TMS320C8x Video & imaging

6 The next 15 years First multicore apps processor ARM9 + C55 OMAP IVA 2.1 ARM11 + C64x OMAP IVA-HD 1 Dual ARM Cortex-A9 + C64x OMAP OMAP2420 ARM11 + C55x IVA OMAP3430 ARM Cortex-A8 + C64x IVA2.2

7 DSP TODAY

8 C2x: Real-Time Control Renewable Energy Motor Control E-bike Wind Power Inverters Power Tools Digital Power Solar Power Inverters DC/DC Converters C2000 White Goods Industrial Drives & Motion Control LED Street & Area Lighting Lighting Telecom / Server AC/DC Rectifiers Hybrid Electric Vehicles Automotive 9/17/12 Uninterruptable Power Supplies Electric Power Steering Radar / Collision Avoidance Power Line Communication Auto HID Entertainment Smart Metering Smart Grid & PLC High/Low Bay Lighting RF Communication

9 C5x: Ultra-low power DSPs Make applications smarter Add voice recognition to home automation applications Add real-time diagnostics to flow meters and wireless sensors Make applications more affordable Make educational tools interactive Audio and voice devices Biometric security applications Portable medical equipment Wired/Wireless Speakers/Speakerphone Voice Recorders Wired/Wireless Headsets Fingerprint Security Access Control USB Secure Key Digital Stethoscope Diagnostic ECG Pulse Oximeter

10 C6x: High-performance DSP Wireless Base Stations Growth Markets C66x C66x High-Performance Computing Macro Base stations Small Cell Base stations Mission Critical Medical Imaging

11 Multicore DSP: C66x 320 GMACs 8 C66x 1.25 GHz 160 GFLOPs 8 C6xx 1.25 GHz 100% compa?ble with exis?ng C64x+ sojware

12 Embedded Processing Microcontrollers Digital Signal Processors Applications Processors >1300 products - $0.25 to $25 Industry s lowest power consumption Optimized solutions for control and safety Unmatched Analog and Connectivity integration Singlecore and multicore for wide range of real-time apps For basestations, mission control, medical imaging, machine vision, test & measurement, etc. Forging the trend in embedded analytics From low-cost, ARM-based microprocessors to highly integrated OMAP SoCs High-quality video, vision, imaging Automotive infotainment, radar, robotic visioning, etc Plus complementary wireless connectivity <1GHz

13 DSP FUTURE APPLICATIONS

14 Moore and Gene s Laws Transistor count 1,000,000, ,000,000 10,000,000 1,000, ,000 10, mw/mmacs 1, Transistor count has increased at a rate of ~2 every 18 months Power of DSPs has decreased at a rate of ~2 every 18 months

15 DSP applications continue to evolve Signal Conditioning Filtering Equalization Noise attenuation Noise removal Echo cancellation Speech synthesis Speak and Spell Signal Compression/decompression Source coding Speech Audio Image Video Channel de/coding Voice band modems Cellular communications Signal Understanding Speech Recognition Natural interface Image Analysis Scene understanding Video Analytics Security, surveillance Robotics Industrial automation Autonomous navigation

16 Intelligent Systems Intelligent System Data Signal Conditioning Compression Decompression Signal Understanding: Embedded Analytics Signal Processing Dedicated HW DSP

17 Embedded analytics technology Automotive Security Industrial Emerging applications

18 The art of driving well

19 Automotive Safety

20 Today, surveillance systems count people, detect motion, and recognize glass breaking and gunshots...

21 Access control systems use biometric analytics such as fingerprint recognition, face detection and iris recognition......to keep us secure at home, at work and at play, while protecting personal information.

22 Inspection systems can pull defective products from a conveyer belt without human assistance......for more accurate and efficient industrial applications.

23 Natural user interfaces redefine the way consumers interact with devices, each other and the world...through more intuitive and fun features.

24 The future of embedded analytics Interactive digital signage Robotics Medical diagnostics Gaming

25 DSP FUTURE TOOLS

26 DSP for the Masses: Open SW / HW LaunchPad / BoosterPack

27 Simple IDE: Energia Arduino Simple IDE C++ HW abstraction library Energia Arduino IDE for the TI MSP430 MCU Energia support for C55x Under development

28 DSP for the Masses: Object Oriented

29 Summary History of the DSP DSP evolution from theory to processor to enabler Past, present and Future of the DSP Applications: Embedded Analytics Tools to enable bring DSP to the masses Open Source and Open Hardware Simple IDE OOP

30 Special THANKS to Gene Frantz Cathy Wicks Melissa Anderson, Tara Stratton, Kathryn Bengtson, Scott O Neal Keith Ogboenyiya, Jake Alamat, Ramesh Kumar Mike Polley and Brian Carlson Robert Wessels and Bill Esposito Al Oppenheim, Ron Schafer, Jim McClellan Djordje Marinkovic