
					Acta Armamentarii ›› 2023, Vol. 44 ›› Issue (4): 972-981.doi: 10.12382/bgxb.2022.0018
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													SUN  Xiaodong1, JIN  Xiaoping1,*(
), XIE  Fang2, SUN  Houjie1, ZHENG  Sijuan2
												  
						
						
						
					
				
Received:2022-01-06
															
							
															
							
															
							
							
																	Online:2023-04-28
															
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								JIN  Xiaoping   
																					SUN Xiaodong, JIN Xiaoping, XIE Fang, SUN Houjie, ZHENG Sijuan. Effects of Multimodal Warning and Cognitive Load on the Response of Armored Vehicle Occupants[J]. Acta Armamentarii, 2023, 44(4): 972-981.
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| 因素1 | 因素2 | |
|---|---|---|
| 高认知负荷 | 低认知负荷 | |
| V | 视觉告警 倒数计数次任务  |  视觉告警 无倒数计数次任务  | 
| V+A | 视觉告警 听觉告警 倒数计数次任务  |  视觉告警 听觉告警 无倒数计数次任务  | 
| V+T | 视觉告警 触觉告警 倒数计数次任务  |  视觉告警 触觉告警 无倒数计数次任务  | 
| V+A+T | 视觉告警 听觉告警 触觉告警 倒数计数次任务  |  视觉告警 听觉告警 触觉告警 无倒数计数次任务  | 
Table 1 Various experimental settings
| 因素1 | 因素2 | |
|---|---|---|
| 高认知负荷 | 低认知负荷 | |
| V | 视觉告警 倒数计数次任务  |  视觉告警 无倒数计数次任务  | 
| V+A | 视觉告警 听觉告警 倒数计数次任务  |  视觉告警 听觉告警 无倒数计数次任务  | 
| V+T | 视觉告警 触觉告警 倒数计数次任务  |  视觉告警 触觉告警 无倒数计数次任务  | 
| V+A+T | 视觉告警 听觉告警 触觉告警 倒数计数次任务  |  视觉告警 听觉告警 触觉告警 无倒数计数次任务  | 
| 等级 | 评价内容 | |
|---|---|---|
| 信号理解 | 知觉匹配 | |
| 2 | 能够快速并正确理解告警信息 | 十分符合自身认知状态的感觉 | 
| 1 | 能够理解告警信息 | 比较符合自身认知状态的感觉 | 
| 0 | 一定条件下可以理解告警信息 | 一定条件下符合自身认知状态 | 
| -1 | 会对告警信息产生误解 | 与自身认知状态感觉不同 | 
| -2 | 完全无法理解告警信息 | 与自身认知状态感觉完全不同 | 
Table 2 Comprehensibility rating scale
| 等级 | 评价内容 | |
|---|---|---|
| 信号理解 | 知觉匹配 | |
| 2 | 能够快速并正确理解告警信息 | 十分符合自身认知状态的感觉 | 
| 1 | 能够理解告警信息 | 比较符合自身认知状态的感觉 | 
| 0 | 一定条件下可以理解告警信息 | 一定条件下符合自身认知状态 | 
| -1 | 会对告警信息产生误解 | 与自身认知状态感觉不同 | 
| -2 | 完全无法理解告警信息 | 与自身认知状态感觉完全不同 | 
| 等级 | 舒适度 | 
|---|---|
| 2 | 完全没有烦扰感 | 
| 1 | 没有烦扰感 | 
| 0 | 有轻微烦扰感 | 
| -1 | 烦扰感较高,产生不快情绪 | 
| -2 | 烦扰感很高,产生不适和厌恶 | 
Table 3 Acceptability rating scale
| 等级 | 舒适度 | 
|---|---|
| 2 | 完全没有烦扰感 | 
| 1 | 没有烦扰感 | 
| 0 | 有轻微烦扰感 | 
| -1 | 烦扰感较高,产生不快情绪 | 
| -2 | 烦扰感很高,产生不适和厌恶 | 
| 认知负荷 水平  |  告警 类型  |  信号理解 得分  |  知觉匹配 得分  |  舒适度得分 | 
|---|---|---|---|---|
| 高认知 负荷  |  V | 0.95±0.22 | 0.90±0.45 | 1.20±0.52 | 
| V+A | 1.25±0.55 | 1.00±0.51 | 1.25±0.52 | |
| V+T | 1.55±0.51 | 1.15±0.49 | 1.05±0.51 | |
| V+A+T | 1.75±0.44 | 1.30±0.47 | 1.20±0.41 | |
| 低认知 负荷  |  V | 1.15±0.59 | 1.05±0.51 | 1.25±0.44 | 
| V+A | 1.30±0.47 | 1.20±0.62 | 1.30±0.47 | |
| V+T | 1.65±0.49 | 1.40±0.60 | 1.20±0.41 | |
| V+A+T | 1.80±0.41 | 1.55±0.51 | 1.30±0.47 | 
Table 4 Descriptive statistical results of subjective evaluation scale under different experimental conditions (M±SD)
| 认知负荷 水平  |  告警 类型  |  信号理解 得分  |  知觉匹配 得分  |  舒适度得分 | 
|---|---|---|---|---|
| 高认知 负荷  |  V | 0.95±0.22 | 0.90±0.45 | 1.20±0.52 | 
| V+A | 1.25±0.55 | 1.00±0.51 | 1.25±0.52 | |
| V+T | 1.55±0.51 | 1.15±0.49 | 1.05±0.51 | |
| V+A+T | 1.75±0.44 | 1.30±0.47 | 1.20±0.41 | |
| 低认知 负荷  |  V | 1.15±0.59 | 1.05±0.51 | 1.25±0.44 | 
| V+A | 1.30±0.47 | 1.20±0.62 | 1.30±0.47 | |
| V+T | 1.65±0.49 | 1.40±0.60 | 1.20±0.41 | |
| V+A+T | 1.80±0.41 | 1.55±0.51 | 1.30±0.47 | 
| 认知负荷 水平  |  告警类型 | 反应时间/ s  |  歼敌时间/ s  |  反应错误 率/%  | 
|---|---|---|---|---|
| 高认知 负荷  |  V | 1.08±0.13 | 10.36±1.14 | 7(4.38%) | 
| V+A | 1.02±0.08 | 9.71±1.12 | 6(3.75%) | |
| V+T | 0.91±0.15 | 8.76±1.54 | 1(0.625%) | |
| V+A+T | 0.88±0.12 | 8.49±1.49 | 1(0.625%) | |
| 低认知 负荷  |  V | 0.93±0.10 | 9.94±1.00 | 2(1.25%) | 
| V+A | 0.89±0.11 | 9.14±1.60 | 2(1.25%) | |
| V+T | 0.75±0.21 | 8.43±1.68 | 1(0.625%) | |
| V+A+T | 0.71±0.10 | 8.01±0.95 | 0(0%) | 
Table 5 Descriptive statistical results of reaction time, annihilation time, and reaction error rate under different experimental conditions (M±SD)
| 认知负荷 水平  |  告警类型 | 反应时间/ s  |  歼敌时间/ s  |  反应错误 率/%  | 
|---|---|---|---|---|
| 高认知 负荷  |  V | 1.08±0.13 | 10.36±1.14 | 7(4.38%) | 
| V+A | 1.02±0.08 | 9.71±1.12 | 6(3.75%) | |
| V+T | 0.91±0.15 | 8.76±1.54 | 1(0.625%) | |
| V+A+T | 0.88±0.12 | 8.49±1.49 | 1(0.625%) | |
| 低认知 负荷  |  V | 0.93±0.10 | 9.94±1.00 | 2(1.25%) | 
| V+A | 0.89±0.11 | 9.14±1.60 | 2(1.25%) | |
| V+T | 0.75±0.21 | 8.43±1.68 | 1(0.625%) | |
| V+A+T | 0.71±0.10 | 8.01±0.95 | 0(0%) | 
| 评价指标 | 告警类型 | 认知负荷水平 | ||||||
|---|---|---|---|---|---|---|---|---|
| 自由度 | F值 | p | η2 | 自由度 | F值 | p | η2 | |
| 信号理解 | 35.81 | 13.66 | <0.001** | 0.418 | 19 | 8.94 | 0.008* | 0.320 | 
| 知觉匹配 | 39.00 | 5.47 | 0.008* | 0.224 | 19 | 8.99 | 0.007* | 0.321 | 
| 舒适度 | 57.00 | 0.45 | 0.721 | 0.023 | 19 | 2.11 | 0.163 | 0.100 | 
| 反应时间 | 36.96 | 20.29 | <0.001** | 0.516 | 19 | 55.69 | <0.001** | 0.746 | 
| 歼敌时间 | 43.81 | 17.37 | <0.001** | 0.478 | 19 | 6.90 | 0.017* | 0.266 | 
| 反应错误率 | 36.73 | 3.96 | 0.029* | 0.172 | 19 | 5.59 | 0.029* | 0.227 | 
Table 6 Summary of ANOVA results
| 评价指标 | 告警类型 | 认知负荷水平 | ||||||
|---|---|---|---|---|---|---|---|---|
| 自由度 | F值 | p | η2 | 自由度 | F值 | p | η2 | |
| 信号理解 | 35.81 | 13.66 | <0.001** | 0.418 | 19 | 8.94 | 0.008* | 0.320 | 
| 知觉匹配 | 39.00 | 5.47 | 0.008* | 0.224 | 19 | 8.99 | 0.007* | 0.321 | 
| 舒适度 | 57.00 | 0.45 | 0.721 | 0.023 | 19 | 2.11 | 0.163 | 0.100 | 
| 反应时间 | 36.96 | 20.29 | <0.001** | 0.516 | 19 | 55.69 | <0.001** | 0.746 | 
| 歼敌时间 | 43.81 | 17.37 | <0.001** | 0.478 | 19 | 6.90 | 0.017* | 0.266 | 
| 反应错误率 | 36.73 | 3.96 | 0.029* | 0.172 | 19 | 5.59 | 0.029* | 0.227 | 
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