Advances in Communications and Signal Processing


As all of us experience everyday, we are in an increasingly wired world.  To state it better, we are in an increasingly wireless world.  Undergirding that is a rapid development in signal processing and communications technology.  Mr. Kamaraj (ECE, 1986) traces his career in this critical area and offers his view on what is at the forefront of these developments.

Mr. Kamaraj (ECE, 1986)

Introduction:

Electronics and Communications Engineering was a new and emerging branch of study when I started my undergraduate program at PSG College of Technology.  I am thankful to Prof. Jayaraman and Prof. Narayanaswamy for triggering my initial interest in the field of electronic communications.  

It was also my dream to acquire a masters degree from the Indian Institute of Technology (IIT).  However my entrance exam score (GATE) was not good enough to gain admission.  Rather than take up a job, I was determined to pursue my interest.  With the support of my parents, I decided to stay at home and prepare for my examinations once again.  

I succeeded the second time and I joined Master’s program at the Indian Institute of Technology in Chennai, specializing in Communication Systems.

ESP on DSP

The IIT curriculum was well designed and quite advanced, especially in the field of Digital Communications and Signal Processing.

The field of DSP (Digital Signal Processing) got more attention with the advent of DSPs(Digital Signal Processors) and it was around 1983 when the first DSP (Digital Signal Processor) from Texas Instruments was introduced in the market.

I got the opportunity to design and implement a low bit-rate (2.4 kbps) MODEM (Modulator/Demodulator) using the Texas Instrument DSP. This experience triggered lots of interest to work in core signal processing and communication projects in my career.

A Career in Signal Processing

My first job was with Indian Telephone Industries in Transmission Research & Development. The project was to design and develop an end to end secure communication systems for the Indian Army. This project involved designing hardware and developing algorithms and DSP software for subsystems such as speech coders, encryption engine and wireline MODEMs (Modulator/Demodulators) using DSPs.  This was one of the more complex projects that I had worked on.

Later on at Motorola in Bangalore, I worked on multiple software projects in DSP and Networking and the focus was to develop well documented 6 Sigma quality software adhering to CMMI policies. I had the opportunity to implement V.32 bis(9.6/14.4 Kbps) wireline MODEMs using a well-defined software process.  

Of course, these days we get data rates up to 100 Mbps through DSL technologies and up to 1 Gbps using wireless technologies.

The algorithms and implementations to realize this was exciting for me.

A signal from the United States

ArrayComm was started by Stanford University graduates.  One of the co-founders is Martin Cooper who is the father of cell phones. I got a job at ArrayComm in Silicon Valley, California, through a friend.

ArrayComm was founded to develop smart antenna based WLL (Wireless Local Loop) and long range wireless internet technologies. The smart antennas refer to the usage of multiple antennas to transmit and receive signal to improve the capacity and range of the wireless system.

A simple analogy to smart antennas is how the brain combines the acoustic signal received through two ears, the smart antennas employ multiple antennas to combine the received signals for improving the signal strength. At the same time the smart antennas help to transmit the signal in a known direction. The smart antenna technology enables to communicate to multiple users who are spatially separated but in the same frequency band.

Technology well ahead of time

Though Array Comm's vision was great and developed a great technology, it was very futuristic and well ahead of the market demands for increased data rates. The market did not require the spectral efficiency during the decade of the 2000s. Whereas the market necessitates high spectral efficiency and self-adapting wireless technologies in the decade of 2010.

It is important for a technology start-up to track the market requirements few years in advance for it to be successful, not way too much in advance.

For example, OFDM (Orthogonal Frequency Division Multiplexing) technology which is the defacto standard for implementing broad-band wireless and wireline communication systems today was invented in mid-1960s.  But no one used the technology until recently due to lack of fast processors to implement the technology and there was no requirement for massive broadband communications in 1960s.

Wireless technology for the future

I now work for a wireless start up called Tarana Wireless. The company is similar to ArrayComm in developing advanced broadband wireless communication systems with multiple antennas. The systems can be used as wireless backhaul (think of a wireless replacement for ethernet cable or a fiber optic cable) or the system can be scaled to BWA (Broadband Wireless internet Access) systems, and can be used for  Wi-Fi systems in aircraft to communicate to the ground.

 Wireless technologies evolve in terms of self-adapting the frequency, protocol, and networking parameters to provide a desired quality of service(QoS). There is lot of ongoing research in cognitive radios which is essentially cloud based dynamic spectrum management and enabling coexistence of different wireless devices with different protocols optimally in a given geographical area.

Cognitive radio and future wireless technology triggers research areas of:

1. Perfecting RFIC (Radio Frequency Integrated Circuit) design to operate in a wide range of frequencies

2. Minimizing the distortion of PAs (Power Amplifier) using DPDs (Digital Pre-Distortion), minimizing the variation of RF device parameters over a wide range of temperature

3. Sophisticated calibration procedures to compensate for the RF imperfections, high precision ADCs that can work at very high sampling rate

4. Configurable processors integrated with hardware accelerators and a well-structured hardware/software module development in an automated fashion abstracting the interfaces between software and hardware

5. Low cost, high density, and faster FPGAs (Field Programmable Gate Arrays) for quick prototype and product development

6. Improvement of material science to perfect the antenna design

7. Cross-layer optimization between PHY (Physical) and MAC (Media Access Control) to increase the spectral efficiency further

8. Predictive channel models using neural networks to predict the wireless channel and optimally transmit data

9. Cloud based network nodes for monitoring and optimizing the performance globally

We are rapidly moving to becoming digital societies across the world.  We are moving from being voice focused to data focused.  We are moving from building pipes to providing content.  We are hurtling from connecting people to connecting machines, through the internet of things

Most companies will be using Cloud-based services. Cooper's law states that the number of voice/data connections has doubled every 2.5 years which means that the average data requirement is going to be 3.2 GB in 2020, which necessitates a global dynamic spectrum management and high spectral efficiency wireless technologies to meet the data requirements.

Summary

Being in start-ups all through my career, I have learned that it is challenging to continuously learn and keep abreast of new technologies.  It is very important to learn continuously in the job as the technologies are rapidly evolving and the tools and infrastructure to develop these new technologies are rapidly changing.

The world always asks, especially in Silicon Valley, "What can you do today?" and it does not care about what were your previous achievements, accolades, and fame.  So, everyone has to be prepared to work on the latest developments as they rapidly evolve.  Keeping pace with these rapidly changing technologies is not just about acquiring and keeping pace with new technical skills.  It is also having a good mindset and a healthy body to sustain the stamina to stay current and relevant in today’s global and competitive marketplace


About the author:
Mr. Kamaraj works for Tarana Wireless as Executive Director, Software. He lives with his family in Sunnyvale, CA.


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