How is arctan implemented?
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Introduction
The arctan, or inverse tangent function, is a fundamental mathematical function with crucial applications in various fields such as engineering, physics, and computer science. It is often implemented in software applications and hardware logic to calculate the angular component of a vector in two-dimensional space. Given a value of tangent, it returns the corresponding angle in radians. This article explores how the arctan function is implemented, delving into the mathematical foundation, numerical approximations, and example algorithms.
Mathematical Background
The arctan function, denoted as or , is the inverse of the tangent function on its principal value range . For many practical purposes, the relationship between the angle and its tangent function is used:
The arctan function is commonly employed to find the angle whose tangent is a given number and is particularly useful in converting Cartesian coordinates to polar coordinates.
Numerical Approximations
1. Taylor Series Expansion
The Taylor series expansion is one of the simplest ways to approximate for values of close to zero:
This series converges quickly for . While effective, the Taylor series is computationally expensive for higher precision requirements due to the many terms needed to be summed.
2. CORDIC Algorithm
The CORDIC (Coordinate Rotation Digital Computer) algorithm provides an efficient way to compute trigonometric functions, including arctan, using only addition, subtraction, bit-shift, and table lookups. Suitable for hardware implementation, the CORDIC algorithm iteratively rotates vectors to converge on the desired angle.
3. Rational Function Approximations
Rational function approximations offer a balance between efficiency and precision. The function is approximated by a ratio of two polynomials:
These approximations often provide better convergence properties than a direct Taylor series and require fewer computational resources.
Example Algorithm
Consider implementing the CORDIC algorithm for arctan:
• Computer Graphics: Often used to rotate objects and text correctly. • Navigation Systems: Employed in calculating angles when converting between GPS locations. • Signal Processing: Utilized in phase and amplitude calculations.
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Data Structures & Algorithms practice on Codemia
Step through 300 algorithm problems with animated visualisers that show the data structure changing as the code runs.