High Frequency Trading From Home

Medical Electronics Drive Move to Home Care

There’s a growing trend of patient care moving away from hospitals and clinics and into homes. Healthcare providers are also driving this, as home care can help in improving efficiency and reducing costs incurred by doctors and hospitals. Portable medical electronics technology can expedite this process.

In the most basic form, portable medical devices are all battery-operated, microcontrolled handheld devices that take and analyze measurements using various bio-sensors on a patient.

There are several functional blocks that are common to most portable home-based and consumer medical devices:

• Bio-sensor(s) or bio transducers

• Amplification and analog-to-digital conversion of the sensor input

• Power management: system power control and power sequencing

• Microcontroller: low-power operation and control.

• User interface: display and human machine interface: keypads, scrollwheels, buttons and switches

Additional requirements may drive needs for:

• Storage: interface to multiple standards

• Interfaces: wireless and wired

• Audio feedback or notification

Portable medical devices must offer low-power consumption to extend battery life. Making the device robust and adhering to health governance rules are additional requirements. And like all designs, faster time-to-market, low cost, reliability and small form factors are important.

While engineering is generally about making trade-offs between opposing features, specifications, and space constraints, such trade-offs are generally difficult to make in the portable medical arena. The requirements in this market are often incongruous—the need for a small form factor along with high functionality; low power consumption along with highperformance analog; and long battery life along with high processing capability.

An excellent example system is a portable Patient Vital Signs Monitor, which measures blood pressure, heart rate, pulse oxygen and temperature using IR thermometry. Using a programmable system-on-chip (PSoC) in this design reduces design complexity by offering configurable integration of the complete signal chain for analog signal processing, resulting in significant space and cost savings. A single PSoC can accomplish all the control functions needed in this design, performing different tasks at different times depending on the operation taking place.

A Patient Vital Signs Monitor using PSoC has the advantage of emulating most of the required peripherals inside one chip. A single PSoC includes Flash and SRAM memory, an MCU, ADCs, PWM, filters, USB control and capacitive sensing. LCD drive is integrated in the PSoC. Only the pressure transducer and the LCD display are external to PSoC. Clearly, there is an immediate component count reduction, with most peripheral components integrated into the SOC.

The entire signal chain for analog signal processing of blood pressure pulses is configured inside PSoC. This design interfaces to an external pressure transducer and the blood pressure cuff, and motors for driving the airflow in the air chamber with a relay valve and rolling pump. An external display interfaces to PSoC to provide better readability of physiological data.

Blood Pressure measurement

Blood pressure is measured using the oscillometric method, where intra-arterial pulsations are transmitted to the cuff via a pressure transducer. Systolic and Diastolic blood pressure is measured from the amplitudes of the oscillations. Systolic Blood Pressure (SBP) and Diastolic Blood Pressure (DBP) are obtained by identifying the region where there is a rapid increase then decrease in the amplitude of the pulses. Mean Arterial Pressure (MAP) is located at the point of maximum oscillation. The cuff pressure signal is of very small magnitude; in millivolts. Hence the raw cuff pressure signal goes through a two-stage amplification to obtain maximum gain. A filter is necessary to filter out unnecessary pulsations produced by the artery, which is in ranges higher than the cuff pressure signal. A band pass filter achieves this. Next, a DC level is provided as a baseline for oscillations and for the ADC to read the signal with respect to this baseline reference level. The baseline has to be maintained at the same level, or the amplitude of the oscillations may not get measured correctly and with respect to the same reference.

The actual calculations are done by software running in the PSoC’s microcontroller.

Pulse Oximetry uses oxygen saturation. Oxygen saturation, often known as SaO2 or SpO2, is the ratio of oxyhemoglobin (HbO2) to the total concentration of hemoglobin present in the blood (oxyhemoglobin + reduced hemoglobin). The wavelength range in the near infra red part of the electromagnetic spectrum is the range for which there is least attenuation of light by body tissues (tissue and pigmentation absorb blue, green and yellow light; water absorbs the longer infrared wavelength).

With pulse oximetry, only that part of the signal directly related to the inflow of arterial blood into the body segment is used for calculating oxygen saturation. A pulsatile signal, which varies in time with the heart beat, is superimposed on a DC level. This is a cardiac?synchronous pulsatile signal. If we assume that the increase in attenuation of light is caused only by the inflow of arterial blood into the fingertip, we can calculate the oxygen saturation of the arterial blood by subtracting the DC component of the attenuation from the total attenuation, leaving only the cardiac?synchronous pulsatile component for the dual?wavelength determination of oxygen saturation.

The only external components required are Infrared and red LEDs, photo detectors capable of detecting the LED emissions and discrete components to match and tune the characteristic LEDs and detector. External LED drivers are required to produce maximum current transfer to match illumination conditions.

The calculations are again done in software run by the microcontroller inside the chip.

This design uses an Infrared sensor, which is little more than a thermopile, with a micro-machined membrane embedded with thermocouple junctions to measure ambient temperature. The thermocouple provides a temperature differential between hot and cold junctions. A DC voltage corresponding to the temperature difference is generated by the thermocouple. An electric potential is created in the thermopile junction as a result of the temperature difference in the membrane. The sensor also has an integrated thermistor to compensate for ambient temperature.

Temperature is calculated in software by using a Correlated Double Sampling algorithm which is effective in analyzing slow varying analog signals in presence of large volumes of low frequency noise and DC voltage offsets.

Software Tools

PSoC Designer is an integrated design environment tool that combines drag-and-drop conveniences with the ability to add C or Assembly language code on the fly. The software has many pre-characterized and configured analog and digital user modules to shorten development time. It has an integrated JTAG programmer and debugger which allows for real time emulation of the program plus code download to the processor’s non-volatile memory. Using this tool, a designer selects components (counters, PWM, ADC, DAC, etc.) from a catalog, and then can modify the design using an integrated C/Assembler editor, and then program and debug the design. .

Conclusion

All three functionalities of the Patient Vital Signs Monitor use the same external peripherals like LCD, keypad and power sources. The only variables are the transducer sections. In all three functions, the signal chain is emulated inside the chip and software calculations for signal processing runs in the PSoC’s microcontroller. Thus, using one PSoC and some peripherals, all three functionalities are implemented in one device. This design approach reduces components which also reduces noise induction and power consumption. It also allows for fast and easy changes, even late in the design cycle.

About the Author

Pavitra Ramanujam and Shamik Mehta, Cypress Semiconductor Corp.
More information on PSoC in Medical Electronics


Quantitative Trading: How to Build Your Own Algorithmic Trading Business (Wiley Trading)


Quantitative Trading: How to Build Your Own Algorithmic Trading Business (Wiley Trading)


$31.42


While institutional traders continue to implement quantitative (or algorithmic) trading, many independent traders have wondered if they can still challenge powerful industry professionals at their own game? The answer is “yes,” and in Quantitative Trading, Dr. Ernest Chan, a respected independent trader and consultant, will show you how. Whether you’re an independent “retail” trader looking to sta…

High-Frequency Trading (Hardcover)


High-Frequency Trading (Hardcover)


$84.66


A hands-on guide to the fast and ever-changing world of high-frequency, algorithmic trading Financial markets are undergoing rapid innovation due to the continuing proliferation of computer power and algorithms. These developments have created a new investment discipline called high-frequency trading. This book covers all aspects of high-frequency trading, from the business case and formulation of ideas through the development of trading systems to application of capital and subsequent performance evaluation. It also includes numerous quantitative trading strategies, with market microstructure, event arbitrage, and deviations arbitrage discussed in great detail. Contains the tools and techniques needed for building a high-frequency trading system Details the post-trade analysis process, including key performance benchmarks and trade quality evaluation Written by well-known industry professional Irene Aldridge Interest in high-frequency trading has exploded over the past year. This book has what you need to gain a better understanding of how it works and what it takes to apply this approach to your trading endeavors.

High-Frequency Trading by Aldridge, Irene Edition ILL, 1


High-Frequency Trading by Aldridge, Irene Edition ILL, 1


$23.49


A hands-on guide to the fast and ever-changing world of high-frequency, algorithmic tradingFinancial markets are undergoing rapid innovation due to the continuing proliferation of computer power and algorithms. These developments have created a new investment discipline called high-frequency trading.This book covers all aspects of high-frequency trading, from the business case and formulation of ideas through the development of trading systems to application of capital and subsequent performance evaluation. It also includes numerous quantitative trading strategies, with market microstructure, event arbitrage, and deviations arbitrage discussed in great detail.Contains the tools and techniques needed for building a high-frequency trading systemDetails the post-trade analysis process, including key performance benchmarks and trade quality evaluationWritten by well-known industry professional Irene AldridgeInterest in high-frequency trading has exploded over the past year. This book has what you need to gain a better understanding of how it works and what it takes to apply this approach to your trading endeavors.

All About High-Frequency Trading by Durbin, Michael Edition ILL, 1


All About High-Frequency Trading by Durbin, Michael Edition ILL, 1


$20.99


Chapter 1. Trading at the Speed of a Hummingbird’s Wing; Chapter 2. The High-Frequency Trading Operation; Chapter 3. Benefits and Risks of High-Frequency Trading; Chapter 4. The Evolution of High-Frequency Trading; Chapter 5. The Total High-Frequency Trading Market; Chapter 6. Inside the High-Frequency Trading System; Chapter 7. High-Frequency Trading Regulation and Oversight; Chapter 8. The Future of High-Frequency Trading

High Frequency Trading Models (Mixed media product)


High Frequency Trading Models (Mixed media product)


$175.77


High frequency trading has swept Wall Street in the past year, creating stunning profits for top tier banks and specialized trading firms. Given the success, many hedge funds and other types of trading firms are implementing or expanding high frequency strategies.  As competition increases, existing strategies will become less profitable and new high-frequency strategies will be developed.  In High Frequency Trading Models + Website, Dr. Gewei Ye describes the technology, architecture, and algorithms underlying current high frequency trading models, such as rebate trading, arbitrage, flash trading, and other types of trading, which exploit order flow imbalances and temporary pricing inefficiencies.  He explains how to develop a HFT trading system and introduces his own system for building high frequency strategies based on behavioral algorithms.  Finally, he discusses how to improve current institutional HFT strategies and suggests directions for new strategies.

High Frequency Trading Models + Website by Ye, Gewei Edition ILL, 1


High Frequency Trading Models + Website by Ye, Gewei Edition ILL, 1


$20.49


A hands-on guide to high frequency trading strategies and modelsAccounting for over sixty percent of stock market trading volume and generating huge profits for a small number of firms, high frequency trading is one of the most talked about topics in the world of finance. Given the success of this approach, many firms are quickly beginning to implement their own high frequency strategies.In High Frequency Trading Models, Dr. Gewei Ye describes the technology, architecture, and algorithms underlying current high frequency trading models, which exploit order flow imbalances and temporary pricing inefficiencies. Along the way, he explains how to develop a HFT trading system and introduces you to his own system for building high frequency strategies based on behavioral algorithms.Discusses how to improve current institutional HFT strategies and suggests directions for new strategiesCompanion Website includes algorithms and models discussed throughout the bookCovers essential topics in this field, including rebate trading, arbitrage, flash trading, and other types of tradingEngaging and informative, High Frequency Trading Models is a must-read for anyone who wants to stay ahead of the curve in this hot new area.

All About High-Frequency Trading


All About High-Frequency Trading


$16.1


No Synopsis Available

High Frequency


High Frequency


$62.13


High frequency radio frequencies are between 3 and 30 MHz. Also known as the decameter band or decameter wave as the wavelengths range from one to ten decameters. Frequencies immediately below HF are denoted Mediumfrequency, and the next higher frequencies are known as Very high frequency. Shortwave overlaps and is slightly lower than HF. Author: Miller, Frederic P./ Vandome, Agnes F./ McBrewster, John Binding Type: Paperback Number of Pages: 68 Publication Date: 2010/04/22 Language: English Dimensions: 5.98 x 9.01 x 0.16 inches

High Frequency Trading Models By Ye, Gewei, Ph.D.


High Frequency Trading Models By Ye, Gewei, Ph.D.


$79.16


Author: Ye, Gewei, Ph.D. Series Title: Wiley Trading Publication Date: 2011/01/04 Number of Pages: 322 Binding Type: Hardcover Language: English Depth: 1.25 Width: 6.50 Height: 9.50



 Kettler Coach E Indoor Rowing Machine


Kettler Coach E Indoor Rowing Machine


$1399.99


Rowing provides a wide range of motion and effective cardiovascular exercise 12 rowing programs, including heart rate control, and 16 other exercises Induktions™ provides a wide range of friction-free electromagnetic resistance levels High-resolution SIEMENS® LCD display for easy-to-read accurate exercise tracking Keeps track of time, distance, energy, strokes, pulse (heart rate), and frequency Biomechanically correct foot plates provide a natural pivoting motion and full longitudinal rowing motion range Seat is padded for total comfort and rests on sealed ball bearings along chrome-plated steel rails High-carbon, powder-coated steel frame with transport casters for easy mobility Weight capacity: 330 lbs. Assembled dimensions: 77L x 21W x 23H inches Manufacturer’s warranty included – see Product Guarantee area for complete details About Kettler Products This item is manufactured by Kettler. Throughout the world, Kettler is a leading brand in leisure furniture, sports and fitness equipment, table tennis tables, bicycles, and children’s outdoor toys. Since 1949, the company has grown from a small enterprise in Heinz Kettler’s home town of Ense-Parsit in Germany into a world-wide manufacturing and marketing organization. Heinz Kettler has always remained true to the "Made in Germany" quality principle and it is still the central pillar of the company’s management philosophy. This means that even after 50 years of trading all over the world, most of the factories, and particularly the most important ones, are still in Germany. 12 rowing programs and 16 additional exercises Adjustable eddy current resistance system Weight capacity: 330 lbs. Assembled dimensions: 77L x 21W x 23H inches Manufacturer’s warranty included

 Kettler Coach M Indoor Rowing Machine


Kettler Coach M Indoor Rowing Machine


$999.99


The most realistic rowing provides a wide range of motion for effective strength-building and cardiovascular exercise Computer with large display tracks time, distance, energy consumed, strokes, pulse rate, and frequency Included chest strap measures user heart rate and transmits wirelessly to the computer Magnetic brake system provides infinitely adjustable resistance, with ten indexed settings for reference Biomechanically correct foot plates provide a natural pivoting motion and full longitudinal rowing motion range Seat is padded for comfort and moves along sealed ball bearings on chrome-plated steel rails Backboard and front step plate included to adapt machine to 16 different whole-body exercises Zero AC power required – computer runs on only 2 "AA" batteries High-carbon, powder-coated steel frame with transport casters for easy mobility Folds easily and stores in an upright position with small footprint Weight capacity: 285 lbs. Assembled dimensions: 81L x 21W x 27H inches Manufacturer’s warranty included – see Product Guarantee area for complete details About Kettler Products This item is manufactured by Kettler. Throughout the world, Kettler is a leading brand in leisure furniture, sports and fitness equipment, table tennis tables, bicycles, and children’s outdoor toys. Since 1949, the company has grown from a small enterprise in Heinz Kettler’s home town of Ense-Parsit in Germany into a world-wide manufacturing and marketing organization. Heinz Kettler has always remained true to the "Made in Germany" quality principle and it is still the central pillar of the company’s management philosophy. This means that even after 50 years of trading all over the world, most of the factories, and particularly the most important ones, are still in Germany. Accurate rowing with 16 additional exercises Infinitely variable resistance with 10 indexed settings Weight capacity: 285 lbs. Assembled dimensions:

 Kettler Montana Stepper


Kettler Montana Stepper


$579.99


Easy to use for all ages and fitness levels; designed to increase strength and improve cardio fitness Includes training computer with high resolution LCD display Data displayed includes time elapsed, step frequency, steps per training session, energy consumption, heart rate, and total height climbed Various goal settings and recovery heart rate test feature 12 adjustment settings control resistance through two industrial-strength hydraulic cylinders Ergonomic, padded handlebars for total support and comfort Powder-coated tube frame with ergonomic engineering About Kettler Products This item is manufactured by Kettler. Throughout the world, Kettler is a leading brand in leisure furniture, sports and fitness equipment, table tennis tables, bicycles, and children’s outdoor toys. Since 1949, the company has grown from a small enterprise in Heinz Kettler’s home town of Ense-Parsit in Germany into a world-wide manufacturing and marketing organization. Heinz Kettler has always remained true to the "Made in Germany" quality principle and it is still the central pillar of the company’s management philosophy. This means that even after 50 years of trading all over the world, most of the factories, and particularly the most important ones, are still in Germany. Aerobic workout for the entire body 12 resistance settings 250-pound weight capacity Assembled dimensions: 37L x 28.75W x 60.25H inches Manufacturer’s warranty included (see product guarantee)

Leave a comment

Your comment

The owner of this website Susie Mills is a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking Eclipse Ventures Trading to Amazon Properties including, but not limited to amazon.com, endless.com, smallparts.com, myhabit.com or amazonwireless.com