|
This book focuses on signal processing algorithms based on the timefrequency domain. Original methods and algorithms are presented which are able to extract information from non-stationary signals such as heart sounds and power electric signals. The methods proposed focus on the time-frequency domain, and most notably the Stockwell Transform for the feature extraction process and to identify signatures. For the classification method, the Adaline Neural Network is used and compared with other common classifiers. Theory enhancement, original applications and concrete implementation on FPGA for real-time processing are also covered in this book. Получить ссылку |
The Dorrance Domain
Автор: Wells Carolyn
Год издания:
Real-Time Risk. What Investors Should Know About FinTech, High-Frequency Trading, and Flash Crashes
Автор: Irene Aldridge
Год издания:
Risk management solutions for today's high-speed investing environment Real-Time Risk is the first book to show regular, institutional, and quantitative investors how to navigate intraday threats and stay on-course. The FinTech revolution has brought massive changes to the way investing is done. Trading happens in microsecond time frames, and while risks are emerging faster and in greater volume than ever before, traditional risk management approaches are too slow to be relevant. This book describes market microstructure and modern risks, and presents a new way of thinking about risk management in today's high-speed world. Accessible, straightforward explanations shed light on little-understood topics, and expert guidance helps investors protect themselves from new threats. The discussion dissects FinTech innovation to highlight the ongoing disruption, and to establish a toolkit of approaches for analyzing flash crashes, aggressive high frequency trading, and other specific aspects of the market. Today's investors face an environment in which computers and infrastructure merge, regulations allow dozens of exchanges to coexist, and globalized business facilitates round-the-clock deals. This book shows you how to navigate today's investing environment safely and profitably, with the latest in risk-management thinking. Discover risk management that works within micro-second trading Understand the nature and impact of real-time risk, and how to protect yourself Learn why flash crashes happen, and how to mitigate damage in advance Examine the FinTech disruption to established business models and practices When technology collided with investing, the boom created stratospheric amounts of data that allows us to plumb untapped depths and discover solutions that were unimaginable 20 years ago. Real-Time Risk describes these solutions, and provides practical guidance for today's savvy investor.
Cocktail Investing. Distilling Everyday Noise into Clear Investment Signals for Better Returns
Автор: Christopher Versace J.
Год издания:
The automatic filter against bad, irrelevant, outdated investing information Cocktail Investing takes a look at investing in a different, catalyst-driven light to form a more cohesive, globally relevant investing lens. With a focus on the intersection of economics, demographics, psychographics, technology, policy, and more, this book helps readers build a more profitable portfolio based on what they see everyday rather than following the herd on Wall Street. Industry experts expose the actionable, observable, and recognizable trends that surround us daily, and show readers how to recognize these trends for themselves and translate them into wiser investing decisions without getting sidetracked by media clutter and bad advice. Given today's ever-increasing deluge of information, the average investor faces the challenge of sorting through the babble to decipher what it means, and learn how, where, and why they should be investing given the current economic environment and the uncertain future. This book provides an 'off' switch, helping readers apply an automatic mental filter to the incoming cacophony, to filter out only what they can use for smarter money moves. Read the economy like a professional investor Filter out useless and misleading data Recognize 'go' signals, and identify the beneficiaries Identify cyclical and structural changes that have reshaped business models The economic climate has changed drastically, and traditional practices are no longer getting results. Modern investing requires a whole new approach, and Cocktail Investing is the clear, insightful guide for putting it into action.
High-Frequency Trading. A Practical Guide to Algorithmic Strategies and Trading Systems
Автор: Irene Aldridge
Год издания:
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. A Practical Guide to Algorithmic Strategies and Trading Systems
Автор: Irene Aldridge
Год издания:
A fully revised second edition of the best guide to high-frequency trading High-frequency trading is a difficult, but profitable, endeavor that can generate stable profits in various market conditions. But solid footing in both the theory and practice of this discipline are essential to success. Whether you're an institutional investor seeking a better understanding of high-frequency operations or an individual investor looking for a new way to trade, this book has what you need to make the most of your time in today's dynamic markets. Building on the success of the original edition, the Second Edition of High-Frequency Trading incorporates the latest research and questions that have come to light since the publication of the first edition. It skillfully covers everything from new portfolio management techniques for high-frequency trading and the latest technological developments enabling HFT to updated risk management strategies and how to safeguard information and order flow in both dark and light markets. Includes numerous quantitative trading strategies and tools for building a high-frequency trading system Address the most essential aspects of high-frequency trading, from formulation of ideas to performance evaluation The book also includes a companion Website where selected sample trading strategies can be downloaded and tested Written by respected industry expert Irene Aldridge While interest in high-frequency trading continues to grow, little has been published to help investors understand and implement this approach—until now. This book has everything you need to gain a firm grip on how high-frequency trading works and what it takes to apply it to your everyday trading endeavors.
Чтобы скачать книгу, отключите блокировку рекламы. Спасибо!