Integer and Real Numbers Representation in Microprocessor Techniques


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1 Brno University of Technology Integer and Real Numbers Representation in Microprocessor Techniques Microprocessor Techniques and Embedded Systems Lecture 1 Dr. Tomas Fryza 30Sep2011
2 Contents Numerical Systems in Microprocessor Techniques Decimal, Hexadecimal (Hex), and Binary System Transforming Numbers Between Systems Fixedpoint Representation Floatingpoint Representation
3 Contents Numerical Systems in Microprocessor Techniques Decimal, Hexadecimal (Hex), and Binary System Transforming Numbers Between Systems Fixedpoint Representation Floatingpoint Representation
4 Decimal and Hexadecimal (Hex) System Decimal system: Base: 10 Digits: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 Notation: without any prefix or sufix Hexadecimal system: Base: 16 Digits: 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, A, B, C, D, E, F Notation by subscript: 2BA6 16, or prefixes: 0xD2, $25A4 Hexadecimal system represents values in more compact form than binary system. In the binary system there are only two symbols or possible digit values, 0 and 1. Base: 2 Digits: 0, 1 Notation by subscript: , or prefix 0b1010 In binary system values can be considered as fixedpoint or floatingpoint: Fixedpoint: integers (unsigned, signed), fractional representation. Floatingpoint (IEEE 754): single, double, extended precision. Suppose the integer (8bit) has the form d = (d 7, d 6,..., d 1, d 0 ). The leftmost bit, d 7, is the most significant bit (MSB). The rightmost bit, d 0, is the least significant bit (LSB).
5 Transforming Numbers Between Systems Table: Conversion table between dec, bin and hex. Decimal Binary Hexadecimal Decimal Binary Hexadecimal A B C D E F We would like to transform number with base X into new one, that uses Y base. The method of continuous dividing and multiplying could be used. Dividing numbers on the left side of radix point with Y, multiplying numbers on the right side of radix point by Y.
6 Decimal to Binary Transformation Integer Numbers Example Transform 25 (decimal) into binary number. Solution Method of continuous dividing with binary base (i.e. 2). 25 : 2 = 12, remaining LSB 12 : 2 = 6, remaining : 2 = 3, remaining : 2 = 1, remaining : 2 = 0, remaining MSB Result is
7 Decimal to Binary Transformation Rational Numbers Example Transform (decimal) into binary number. Solution Method of continuous multiplying numbers on the right side of radix point by binary base (i.e. 2) = first digit after zero = = last digit Result is
8 Decimal to Binary Transformation Fast Method Example Transform 53 (decimal) into binary number using fast method. Solution i.e i.e i.e i.e end of procedure = Result is
9 Decimal to Hexadecimal Transformation Example Transform (decimal) into hexadecimal number. Solution (a) Method of continuous dividing with hexadecimal base (i.e. 16). 423 : 16 = 26, remaining LSB 26 : 16 = 1, remaining : 16 = 0, remaining MSB Result is 1A7 16.
10 Decimal to Hexadecimal Transformation Solution (b) Method of continuous multiplying numbers on the right side of radix point by hexadecimal base (i.e. 16) = first digit after zero = = = = procedure could continues Final result is approximately 1A7.570A3 16.
11 Hexadecimal to Binary Transformation Fast Method Example Transform 6F.A (hexadecimal) into binary number. Solution 6F.A 16 = Result is Example Transform (binary) into hexadecimal number. Solution = = 3.0C8 16 Result is 3.0C8 16.
12 Contents Numerical Systems in Microprocessor Techniques Decimal, Hexadecimal (Hex), and Binary System Transforming Numbers Between Systems Fixedpoint Representation Floatingpoint Representation
13 Integer Numbers An unsigned 32bit integer has the decimal value and is in the range [0, ]. v = 31 d n2 n (1) n=0 Signed integers are in the two s complement format with the MSB as the sign bit. A signed integer has the decimal value v = d which is in the range [ 2 31, ]. 30 d n2 n (2) The negative numbers are the two s complement of the positive numbers, and vice versa. n=0
14 Signed Integer Numbers The nbit unsigned number represent a modulo (mod) 2 n system. If 1 is added to the largest number, the operation wraps around to give 0 as the answer. Therefore the finite bit system could be graphically demonstrates as a wheel. In negative numbers, the right half of wheel represents the positive numbers and the left half the negative numbers. This representation is the two s complement system Figure: Number wheel for signed integers (4bit numbers example).
15 Two s Complement Format Algorithm for two s complement transformation: (a) Negation of all bits (i.e. one s complement format). (b) Add one. Example =? Solution (a) +2: (b) = 1110:
16 Fractional FixedPoint Representation Fractional fixedpoint numbers (nbit) has values [ 1, 1 2 (n 1) ]. Conversion of binary fraction (n = 32) to a decimal fraction: v = d d n2 n (3) The sign bit has a weight of negative 1 and the weights of the other bits are positive powers of 1/2 n=1
17 Contents Numerical Systems in Microprocessor Techniques Decimal, Hexadecimal (Hex), and Binary System Transforming Numbers Between Systems Fixedpoint Representation Floatingpoint Representation
18 FloatingPoint Representation IEEE floatingpoint numbers can be normal numbers, denormalized (or subnormal) numbers, NaNs (not a number), and infinity numbers. Denormalized numbers are nonzero numbers that are smaller in magnitude than the smallest nonzero positive number. According to IEEE 754 standard, there are three floatingpoint formats: 32bit single precision 64bit double precision 80bit extended precision Every format contains sign bit, biased exponent and mantissa (or fractional part) sign exponent 11 b fraction 52 b 0 Figure: IEEE double precision floatingpoint format.
19 Single Precision FloatingPoint Representation sign exponent fraction 8 b 23 b Figure: IEEE single precision floatingpoint format. Example Convert to single precision floatingpoint number. Solution (1) , (2) Normalized form: , (3) 23bit fraction: (4) Exponent: 3 + bias = = (bias = 2 nbexp 1 1). (5) Positive number sign = 0. Result
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