1
2 /* ----------------------------------------------------------------------
3 * Project: CMSIS DSP Library
4 * Title: arm_rogerstanimoto_distance.c
5 * Description: Roger Stanimoto distance between two vectors
6 *
7 * $Date: 23 April 2021
8 * $Revision: V1.9.0
9 *
10 * Target Processor: Cortex-M and Cortex-A cores
11 * -------------------------------------------------------------------- */
12 /*
13 * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
14 *
15 * SPDX-License-Identifier: Apache-2.0
16 *
17 * Licensed under the Apache License, Version 2.0 (the License); you may
18 * not use this file except in compliance with the License.
19 * You may obtain a copy of the License at
20 *
21 * www.apache.org/licenses/LICENSE-2.0
22 *
23 * Unless required by applicable law or agreed to in writing, software
24 * distributed under the License is distributed on an AS IS BASIS, WITHOUT
25 * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
26 * See the License for the specific language governing permissions and
27 * limitations under the License.
28 */
29
30 #include "dsp/distance_functions.h"
31 #include <limits.h>
32 #include <math.h>
33
34
35
36 extern void arm_boolean_distance_TT_FF_TF_FT(const uint32_t *pA
37 , const uint32_t *pB
38 , uint32_t numberOfBools
39 , uint32_t *cTT
40 , uint32_t *cFF
41 , uint32_t *cTF
42 , uint32_t *cFT
43 );
44
45
46 /**
47 @addtogroup BoolDist
48 @{
49 */
50
51 /**
52 * @brief Rogers Tanimoto distance between two vectors
53 *
54 * @param[in] pA First vector of packed booleans
55 * @param[in] pB Second vector of packed booleans
56 * @param[in] numberOfBools Number of booleans
57 * @return distance
58 *
59 */
60
arm_rogerstanimoto_distance(const uint32_t * pA,const uint32_t * pB,uint32_t numberOfBools)61 float32_t arm_rogerstanimoto_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools)
62 {
63 uint32_t ctt=0,cff=0,ctf=0,cft=0,r;
64
65 arm_boolean_distance_TT_FF_TF_FT(pA, pB, numberOfBools, &ctt,&cff, &ctf, &cft);
66
67 r = 2*(ctf + cft);
68
69 return(1.0*r / (r + ctt + cff));
70 }
71
72
73 /**
74 * @} end of BoolDist group
75 */
76
