Review Article
Energy Management for Energy Harvesting-Based Embedded Systems: A Systematic Mapping Study
Table 4
Data extracted from the selected papers.
| ID | Ref | RQ1 | RQ2 | RQ3 | RQ4 | RQ5 | Research type | Research goal | Application scenario | Tool or method | Year | Publish type | Publisher |
| 1 | [20] | Validation research | Application | — | Tool | 2019 | Journal | Others | 2 | [21] | Evaluation research | Power strategy | — | Method | 2019 | Journal | Springer | 3 | [22] | Validation research | Energy schedule | — | — | 2019 | Journal | IEEE | 4 | [23] | Validation research | Energy schedule | — | Method | 2019 | Conferences | ACM | 5 | [24] | Evaluation research | Energy schedule | — | Method | 2019 | Journal | ACM | 6 | [25] | Solution proposal | Application | Building | — | 2019 | Journal | Others | 7 | [26] | Solution proposal | Application | — | — | 2019 | Journal | Others | 8 | [27] | Solution proposal | Application | Machine | — | 2018 | Journal | Wiley | 9 | [28] | Validation research | Application | Machine | — | 2018 | Conferences | IEEE | 10 | [29] | Solution proposal | Harvest | strategy | Method | 2018 | Conferences | ACM | 11 | [30] | Validation research | Application | — | Tool | 2018 | Conferences | ACM | 12 | [31] | Validation research | Application | Wearable equipment | — | 2018 | Symposium | IEEE | 13 | [32] | Experience papers | Application | — | — | 2018 | Conferences | IEEE | 14 | [33] | Validation research | Application | Machine | — | 2018 | Journal | IEEE | 15 | [34] | Validation research | Application | Building | — | 2018 | Conferences | Springer | 16 | [35] | Validation research | Energy schedule | — | Method | 2018 | Conferences | IEEE | 17 | [36] | Solution proposal | Energy schedule | — | Method | 2018 | Conferences | IEEE | 18 | [37] | Validation research | Application | Machine | — | 2018 | Conferences | IEEE | 19 | [38] | Evaluation research | Harvest strategy | Machine | — | 2018 | Journal | Others | 20 | [39] | Validation research | Harvest strategy | — | — | 2018 | Journal | Others | 21 | [40] | Solution proposal | Application | Wearable equipment | Method | 2017 | Conferences | ACM | 22 | [41] | Solution proposal | Application | Machine | Method | 2017 | Conferences | IEEE | 23 | [42] | Validation research | Power strategy | — | Tool | 2017 | Conferences | IEEE | 24 | [43] | Validation research | Energy schedule | — | Method | 2017 | Journal | Others | 25 | [44] | Validation research | Energy schedule | — | Method | 2017 | Conferences | IEEE | 26 | [45] | Validation research | Power strategy | — | Method | 2017 | Journal | ACM | 27 | [46] | Evaluation research | Energy schedule | — | Method | 2017 | Conferences | IEEE | 28 | [47] | Solution proposal | Harvest strategy | — | — | 2017 | Journal | Others | 29 | [48] | Validation research | Application | Machine | — | 2016 | Journal | Others | 30 | [49] | Solution proposal | Application | Medical | — | 2016 | Conferences | Others | 31 | [50] | Validation research | Application | Building | Method | 2016 | Journal | Others | 32 | [51] | Validation research | Power strategy | — | Method | 2016 | Conferences | IEEE | 33 | [52] | Validation research | Energy schedule | — | Method | 2016 | Journal | Others | 34 | [53] | Validation research | Energy schedule | — | Method | 2016 | Journal | Others | 35 | [54] | Validation research | Harvest strategy | — | Method | 2015 | Conferences | IEEE | 36 | [55] | Validation research | Energy schedule | — | Method | 2015 | Conferences | IEEE | 37 | [56] | Validation research | Harvest strategy | — | Method | 2015 | Conferences | ACM | 38 | [57] | Validation research | Application | Wearable equipment | Method | 2015 | Conferences | IEEE | 39 | [10] | Validation research | Application | Medical | — | 2015 | Conferences | IEEE | 40 | [58] | Validation research | Energy schedule | — | Method | 2015 | Conferences | IEEE | 41 | [59] | Validation research | Energy schedule | — | Method | 2015 | Conferences | IEEE | 42 | [60] | Solution proposal | Energy schedule | — | Method | 2015 | Journal | IEEE | 43 | [61] | Validation research | Application | Wearable equipment | — | 2015 | Journal | IEEE | 44 | [62] | Validation research | Energy schedule | — | Method | 2014 | Conferences | ACM | 45 | [63] | Validation research | Energy schedule | — | Method | 2014 | Conferences | IEEE | 46 | [64] | Validation research | Energy schedule | — | Method | 2014 | Journal | IEEE | 47 | [65] | Solution proposal | Energy schedule | — | Method | 2014 | Journal | IEEE | 48 | [66] | Validation research | Application | Wearable equipment | — | 2014 | Conferences | IEEE | 49 | [67] | Validation research | Harvest strategy | — | Tool | 2014 | Conferences | ACM | 50 | [68] | Evaluation research | Harvest strategy | — | Method | 2014 | Journal | IEEE | 51 | [69] | Validation research | Application | Building | — | 2014 | Conferences | Others | 52 | [70] | Validation research | Harvest strategy | — | Method | 2014 | Conferences | IEEE | 53 | [71] | Solution proposal | Energy schedule | — | Method | 2014 | Symposium | ACM | 54 | [72] | Solution proposal | Application | Wearable equipment | — | 2014 | Journal | Others | 55 | [73] | Evaluation research | Application | Building | — | 2014 | Journal | Springer | 56 | [74] | Validation research | Energy schedule | — | — | 2014 | Journal | IEEE | 57 | [5] | Validation research | Energy schedule | — | Method | 2013 | Symposium | IEEE | 58 | [75] | Solution proposal | Energy schedule | — | Method | 2013 | Conferences | IEEE | 59 | [76] | Validation research | Application | Machine | — | 2013 | Conferences | Others | 60 | [77] | Evaluation research | Application | Machine | Tool | 2013 | Journal | ACM | 61 | [78] | Validation research | Application | Building | — | 2013 | Workshop | IEEE | 62 | [79] | Validation research | Harvest strategy | — | Method | 2013 | Journal | Others | 63 | [80] | Validation research | Power strategy | — | Method | 2013 | Journal | Others | 64 | [81] | Validation research | Energy schedule | — | — | 2013 | Journal | Others | 65 | [82] | Validation research | Application | Building | — | 2013 | Journal | Others | 66 | [83] | Evaluation research | Application | Machine | — | 2013 | Journal | Others | 67 | [84] | Validation research | Application | Building | — | 2013 | Conferences | IEEE | 68 | [85] | Solution proposal | Harvest strategy | — | Method | 2013 | Workshop | ACM | 69 | [86] | Validation research | Application | Medical | — | 2013 | Journal | Others | 70 | [87] | Evaluation research | Power strategy | — | Method | 2013 | Workshop | ACM | 71 | [88] | Validation research | Harvest strategy | — | — | 2013 | Conferences | IEEE | 72 | [89] | Evaluation research | Harvest strategy | — | Method | 2013 | Conferences | IEEE | 73 | [90] | Validation research | Application | Building | — | 2013 | Journal | Others | 74 | [91] | Solution proposal | Harvest strategy | — | Method | 2013 | Journal | ACM | 75 | [92] | Validation research | Application | — | Method | 2012 | Journal | Springer | 76 | [93] | Validation research | Energy schedule | — | Method | 2012 | Conferences | IEEE | 77 | [94] | Solution proposal | Energy schedule | — | Method | 2012 | Conferences | IEEE | 78 | [95] | Validation research | Application | Medical | Tool | 2012 | Conferences | IEEE | 79 | [96] | Validation research | Application | Machine | Tool | 2012 | Journal | Others | 80 | [97] | Validation research | Energy schedule | — | Method | 2012 | Conferences | IEEE | 81 | [98] | Evaluation research | Harvest strategy | — | Method | 2012 | Conferences | ACM | 82 | [99] | Validation research | Harvest strategy | — | Method | 2012 | Journal | Others | 83 | [100] | Evaluation research | Harvest strategy | — | Method | 2012 | Journal | IEEE | 84 | [101] | Validation research | Application | — | — | 2012 | Conferences | IEEE | 85 | [102] | Validation research | Energy schedule | — | Method | 2012 | Journal | IEEE | 86 | [103] | Validation research | Energy schedule | — | Method | 2011 | Conferences | IEEE | 87 | [104] | Validation research | Energy schedule | — | Method | 2011 | Journal | Others | 88 | [105] | Validation research | Energy schedule | — | Method | 2011 | Conferences | IEEE | 89 | [106] | Validation research | Application | Wearable equipment | — | 2011 | Journal | Others | 90 | [107] | Solution proposal | Energy schedule | — | Method | 2011 | Conferences | ACM | 91 | [108] | Validation research | Harvest strategy | — | Method | 2011 | Workshop | IEEE | 92 | [109] | Validation research | Energy schedule | — | Method | 2011 | Journal | Others | 93 | [110] | Validation research | Harvest strategy | — | Method | 2011 | Conferences | IEEE | 94 | [111] | Solution proposal | Energy schedule | — | Method | 2011 | Conferences | IEEE | 95 | [112] | Validation research | Application | — | Tool | 2011 | Journal | IEEE | 96 | [113] | Solution proposal | Energy schedule | — | Method | 2011 | Conferences | Springer | 97 | [114] | Evaluation research | Application | Building | — | 2011 | Symposium | IEEE | 98 | [115] | Evaluation research | Application | Building | — | 2011 | Journal | Others | 99 | [116] | Evaluation research | Harvest strategy | — | — | 2011 | Journal | Springer | 100 | [117] | Validation research | Harvest strategy | — | — | 2010 | Conferences | ACM | 101 | [118] | Validation research | Harvest strategy | — | Method | 2010 | Journal | Others | 102 | [119] | Validation research | Application | Building | — | 2010 | Journal | Others | 103 | [120] | Validation research | Application | Wearable equipment | — | 2010 | Conferences | IEEE | 104 | [121] | Validation research | Energy schedule | — | Method | 2010 | Conferences | IEEE | 105 | [122] | Validation research | Energy schedule | — | Method | 2010 | Journal | ACM | 106 | [123] | Validation research | Application | Machine | — | 2010 | Workshop | ACM | 107 | [124] | Validation research | Energy schedule | — | Method | 2010 | Journal | ACM | 108 | [125] | Validation research | Energy schedule | — | Method | 2010 | Journal | Others | 109 | [126] | Solution proposal | Harvest strategy | — | Method | 2010 | Conferences | IEEE | 110 | [127] | Validation research | Application | Building | — | 2010 | Journal | ACM | 111 | [128] | Validation research | Harvest strategy | — | Method | 2009 | Others | Others | 112 | [129] | Validation research | Harvest strategy | — | Method | 2009 | Journal | Others | 113 | [130] | Validation research | Harvest strategy | — | Method | 2009 | Journal | IEEE | 114 | [131] | Validation research | Harvest strategy | — | Method | 2009 | Conferences | IEEE | 115 | [132] | Validation research | Application | Machine | — | 2009 | Journal | IEEE | 116 | [133] | Solution proposal | Energy schedule | — | Method | 2009 | Symposium | ACM | 117 | [134] | Validation research | Application | Machine | — | 2009 | Conferences | IEEE | 118 | [135] | Validation research | Energy schedule | — | Method | 2009 | Conferences | ACM | 119 | [136] | Validation research | Harvest strategy | Building | Method | 2008 | Conferences | IEEE | 120 | [137] | Solution proposal | Harvest strategy | — | Tool | 2008 | Conferences | IEEE | 121 | [138] | Solution proposal | Harvest strategy | — | Method | 2008 | Conferences | IEEE | 122 | [139] | Solution proposal | Harvest strategy | — | Tool | 2008 | Journal | Others | 123 | [140] | Validation research | Energy schedule | — | Method | 2008 | Conferences | IEEE | 124 | [141] | Validation research | Application | Building | — | 2008 | Journal | Others | 125 | [142] | Evaluation research | Harvest strategy | — | Method | 2008 | Conferences | Others | 126 | [143] | Solution proposal | Harvest strategy | — | — | 2008 | Conferences | IEEE | 127 | [144] | Validation research | Application | — | Method | 2008 | Conferences | IEEE | 128 | [145] | Validation research | Application | Medical | Tool | 2007 | Symposium | IEEE | 129 | [146] | Validation research | Application | — | Method | 2007 | Symposium | IEEE | 130 | [147] | Solution proposal | Energy schedule | — | Method | 2007 | Journal | ACM | 131 | [148] | Validation research | Application | Machine | — | 2007 | Journal | Others | 132 | [149] | Validation research | Harvest strategy | — | Method | 2007 | Conferences | IEEE | 133 | [150] | Validation research | Harvest strategy | — | Method | 2007 | Symposium | IEEE | 134 | [151] | Solution proposal | Harvest strategy | — | Method | 2007 | Symposium | ACM | 135 | [152] | Evaluation research | Energy schedule | — | Method | 2006 | Conferences | ACM | 136 | [153] | Solution proposal | Harvest strategy | — | — | 2006 | Symposium | ACM | 137 | [154] | Solution proposal | Application | Building | Method | 2005 | Conferences | AMC | 138 | [155] | Validation research | Application | Wearable equipment | — | 2005 | Journal | IEEE | 139 | [156] | Validation research | Energy schedule | — | Method | 2005 | Conferences | ACM | 140 | [157] | Validation research | Harvest strategy | — | Method | 2005 | Conferences | ACM | 141 | [158] | Evaluation research | Harvest strategy | — | Tool | 2005 | Symposium | ACM | 142 | [159] | Evaluation | Application | — | — | 2005 | Journal | IEEE |
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